---------------
ml label: Blip_Low_Frequency
ml confidence: 0.999972939491272
--> HL
index 14587.000000
lnb_ratio 7.582488
lnb_signal -47255.669526
lnb_noise -47263.252014
snr_median 5.788727
snr_max 7.431031
Name: 14587, dtype: float64
--> L
lnb_ratio 12.684125
lnb_signal -13817.827236
lnb_noise -13830.511361
snr_median 5.645382
snr_max 7.453206
Name: 14587, dtype: float64
--> H
lnb_ratio 0.022822
lnb_signal -33432.717831
lnb_noise -33432.740653
snr_median 1.591438
snr_max 3.315477
Name: 14587, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9963646531105042
--> HL
index 15319.000000
lnb_ratio 129.899668
lnb_signal -46716.772440
lnb_noise -46846.672109
snr_median 15.238036
snr_max 17.956489
Name: 15319, dtype: float64
--> L
lnb_ratio 137.202878
lnb_signal -13441.035801
lnb_noise -13578.238679
snr_median 15.876587
snr_max 17.949532
Name: 15319, dtype: float64
--> H
lnb_ratio 0.009142
lnb_signal -33268.424287
lnb_noise -33268.433430
snr_median 1.880124
snr_max 3.969592
Name: 15319, dtype: float64
---------------
ml label: Scattered_Light
ml confidence: 0.8984211087226868
--> HL
index 16965.000000
lnb_ratio 1.172214
lnb_signal -46433.476259
lnb_noise -46434.648472
snr_median 4.647451
snr_max 6.932570
Name: 16964, dtype: float64
--> L
lnb_ratio 2.049701
lnb_signal -13608.827496
lnb_noise -13610.877197
snr_median 4.623152
snr_max 6.654653
Name: 16964, dtype: float64
--> H
lnb_ratio -0.084271
lnb_signal -33778.000951
lnb_noise -33777.916680
snr_median 1.426562
snr_max 3.497776
Name: 16964, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9999275207519532
--> HL
index 17035.000000
lnb_ratio 10.214891
lnb_signal -45752.650274
lnb_noise -45762.865164
snr_median 6.386180
snr_max 8.501151
Name: 17034, dtype: float64
--> L
lnb_ratio 7.485163
lnb_signal -14370.277199
lnb_noise -14377.762362
snr_median 6.122136
snr_max 8.455205
Name: 17034, dtype: float64
--> H
lnb_ratio -0.037387
lnb_signal -34377.660120
lnb_noise -34377.622733
snr_median 1.423860
snr_max 3.203127
Name: 17034, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.480607271194458
--> HL
index 20281.000000
lnb_ratio 2.850034
lnb_signal -48872.873000
lnb_noise -48875.723034
snr_median 4.979928
snr_max 8.383758
Name: 20280, dtype: float64
--> L
lnb_ratio 1131.926618
lnb_signal -15407.678890
lnb_noise -16539.605508
snr_median 42.661268
snr_max 48.327472
Name: 20280, dtype: float64
--> H
lnb_ratio -0.064735
lnb_signal -31982.459248
lnb_noise -31982.394512
snr_median 1.283284
snr_max 3.061637
Name: 20280, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9998836517333984
--> HL
index 18296.000000
lnb_ratio -0.091284
lnb_signal -48394.575715
lnb_noise -48394.484431
snr_median 1.783907
snr_max 3.524369
Name: 18295, dtype: float64
--> L
lnb_ratio 12.933380
lnb_signal -13546.386674
lnb_noise -13559.320054
snr_median 6.335572
snr_max 7.696666
Name: 18295, dtype: float64
--> H
lnb_ratio -0.034036
lnb_signal -35924.456009
lnb_noise -35924.421973
snr_median 1.509770
snr_max 3.431041
Name: 18295, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9714738726615906
--> HL
index 17036.000000
lnb_ratio 1.879050
lnb_signal -49480.609707
lnb_noise -49482.488757
snr_median 4.644822
snr_max 6.720228
Name: 17035, dtype: float64
--> L
lnb_ratio 16.157807
lnb_signal -12737.819905
lnb_noise -12753.977712
snr_median 7.175301
snr_max 9.379735
Name: 17035, dtype: float64
--> H
lnb_ratio 0.012009
lnb_signal -33008.875443
lnb_noise -33008.887452
snr_median 1.688587
snr_max 3.460693
Name: 17035, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.999993085861206
--> HL
index 17038.000000
lnb_ratio 0.151473
lnb_signal -51864.142443
lnb_noise -51864.293916
snr_median 3.431348
snr_max 5.650464
Name: 17037, dtype: float64
--> L
lnb_ratio 31.529399
lnb_signal -13295.891240
lnb_noise -13327.420639
snr_median 8.720187
snr_max 11.191015
Name: 17037, dtype: float64
--> H
lnb_ratio 0.038505
lnb_signal -32128.651882
lnb_noise -32128.690387
snr_median 1.882148
snr_max 3.996918
Name: 17037, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9967617392539978
--> HL
index 20291.000000
lnb_ratio 12285.850374
lnb_signal -179047.589787
lnb_noise -191333.440161
snr_median 151.425552
snr_max 157.176403
Name: 20290, dtype: float64
--> L
lnb_ratio 188.871977
lnb_signal -171706.764715
lnb_noise -171895.636692
snr_median 18.458637
snr_max 20.877290
Name: 20290, dtype: float64
--> H
lnb_ratio -0.043325
lnb_signal -32034.590635
lnb_noise -32034.547310
snr_median 1.980405
snr_max 4.276129
Name: 20290, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9960789084434508
--> HL
index 18673.000000
lnb_ratio -0.076602
lnb_signal -44590.344692
lnb_noise -44590.268090
snr_median 1.954907
snr_max 3.780877
Name: 18672, dtype: float64
--> L
lnb_ratio 37.400346
lnb_signal -13992.129912
lnb_noise -14029.530258
snr_median 8.538250
snr_max 10.820748
Name: 18672, dtype: float64
--> H
lnb_ratio -0.101863
lnb_signal -32445.051744
lnb_noise -32444.949881
snr_median 1.523223
snr_max 3.718429
Name: 18672, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9809560179710388
--> HL
index 17487.000000
lnb_ratio 17.978565
lnb_signal -47940.675906
lnb_noise -47958.654470
snr_median 7.359325
snr_max 9.740752
Name: 17486, dtype: float64
--> L
lnb_ratio 2.717636
lnb_signal -13097.057787
lnb_noise -13099.775423
snr_median 4.964457
snr_max 7.171432
Name: 17486, dtype: float64
--> H
lnb_ratio -0.032932
lnb_signal -35046.066642
lnb_noise -35046.033709
snr_median 1.547078
snr_max 3.382028
Name: 17486, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9997698664665222
--> HL
index 16617.000000
lnb_ratio -0.058749
lnb_signal -48917.373356
lnb_noise -48917.314607
snr_median 2.458724
snr_max 4.612110
Name: 16616, dtype: float64
--> L
lnb_ratio -0.106103
lnb_signal -12977.388518
lnb_noise -12977.282415
snr_median 1.420573
snr_max 3.154331
Name: 16616, dtype: float64
--> H
lnb_ratio 0.013231
lnb_signal -33633.647428
lnb_noise -33633.660659
snr_median 1.486280
snr_max 3.158925
Name: 16616, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.5065204501152039
--> HL
index 17449.000000
lnb_ratio -0.186308
lnb_signal -47780.261447
lnb_noise -47780.075139
snr_median 1.668479
snr_max 3.591279
Name: 17448, dtype: float64
--> L
lnb_ratio 0.034946
lnb_signal -14550.761433
lnb_noise -14550.796380
snr_median 2.455035
snr_max 4.395355
Name: 17448, dtype: float64
--> H
lnb_ratio -0.075300
lnb_signal -32807.746363
lnb_noise -32807.671063
snr_median 1.121684
snr_max 2.900789
Name: 17448, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9787349700927734
--> HL
index 17497.000000
lnb_ratio 10.716954
lnb_signal -46990.167966
lnb_noise -47000.884920
snr_median 6.537140
snr_max 8.630296
Name: 17496, dtype: float64
--> L
lnb_ratio 1.709190
lnb_signal -12901.126426
lnb_noise -12902.835617
snr_median 2.921094
snr_max 5.029918
Name: 17496, dtype: float64
--> H
lnb_ratio -0.017424
lnb_signal -33911.927642
lnb_noise -33911.910218
snr_median 2.086951
snr_max 4.132130
Name: 17496, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.6364578008651733
--> HL
index 19408.000000
lnb_ratio 0.006300
lnb_signal -44779.403433
lnb_noise -44779.409733
snr_median 2.384028
snr_max 4.241973
Name: 19407, dtype: float64
--> L
lnb_ratio 0.148603
lnb_signal -12331.712748
lnb_noise -12331.861352
snr_median 2.083395
snr_max 3.676375
Name: 19407, dtype: float64
--> H
lnb_ratio -0.024458
lnb_signal -38392.594333
lnb_noise -38392.569875
snr_median 1.660003
snr_max 3.606618
Name: 19407, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9529961943626404
--> HL
index 17354.000000
lnb_ratio -0.022840
lnb_signal -45281.751882
lnb_noise -45281.729042
snr_median 2.015493
snr_max 3.776843
Name: 17353, dtype: float64
--> L
lnb_ratio 169.480298
lnb_signal -13187.804278
lnb_noise -13357.284575
snr_median 16.611975
snr_max 19.645474
Name: 17353, dtype: float64
--> H
lnb_ratio -0.051701
lnb_signal -33552.769498
lnb_noise -33552.717797
snr_median 1.512631
snr_max 3.509357
Name: 17353, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.9969220757484436
--> HL
index 2.091500e+04
lnb_ratio 5.333092e+03
lnb_signal -2.780204e+06
lnb_noise -2.785537e+06
snr_median 9.271816e+01
snr_max 1.039549e+02
Name: 20914, dtype: float64
--> L
lnb_ratio 9.237209e+05
lnb_signal -1.834276e+06
lnb_noise -2.757996e+06
snr_median 1.147463e+03
snr_max 1.359250e+03
Name: 20914, dtype: float64
--> H
lnb_ratio -0.047517
lnb_signal -33398.044154
lnb_noise -33397.996637
snr_median 1.460739
snr_max 3.342061
Name: 20914, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.996061623096466
--> HL
index 19180.000000
lnb_ratio -0.035741
lnb_signal -44643.662019
lnb_noise -44643.626278
snr_median 1.985073
snr_max 3.722351
Name: 19179, dtype: float64
--> L
lnb_ratio 64.573652
lnb_signal -12285.670781
lnb_noise -12350.244433
snr_median 10.690361
snr_max 13.072486
Name: 19179, dtype: float64
--> H
lnb_ratio -0.052613
lnb_signal -34128.291461
lnb_noise -34128.238847
snr_median 1.319742
snr_max 3.254468
Name: 19179, dtype: float64
---------------
ml label: Paired_Doves
ml confidence: 0.518659234046936
--> HL
index 17651.000000
lnb_ratio 0.135429
lnb_signal -47306.767941
lnb_noise -47306.903370
snr_median 2.686883
snr_max 4.566747
Name: 17650, dtype: float64
--> L
lnb_ratio 0.216994
lnb_signal -12994.296235
lnb_noise -12994.513228
snr_median 2.182936
snr_max 3.745801
Name: 17650, dtype: float64
--> H
lnb_ratio 0.067723
lnb_signal -33963.872920
lnb_noise -33963.940643
snr_median 1.816437
snr_max 3.750210
Name: 17650, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9999449253082277
--> HL
index 20537.000000
lnb_ratio -0.147087
lnb_signal -48901.371635
lnb_noise -48901.224548
snr_median 1.784349
snr_max 3.610063
Name: 20536, dtype: float64
--> L
lnb_ratio 10.322301
lnb_signal -12179.734801
lnb_noise -12190.057101
snr_median 5.647230
snr_max 7.317940
Name: 20536, dtype: float64
--> H
lnb_ratio -0.027108
lnb_signal -36803.141475
lnb_noise -36803.114367
snr_median 1.655423
snr_max 3.692841
Name: 20536, dtype: float64
---------------
ml label: Scattered_Light
ml confidence: 0.9203714728355408
--> HL
index 16964.000000
lnb_ratio 1.046547
lnb_signal -47387.747330
lnb_noise -47388.793877
snr_median 4.412977
snr_max 6.450501
Name: 16963, dtype: float64
--> L
lnb_ratio 0.526841
lnb_signal -13161.799483
lnb_noise -13162.326324
snr_median 3.778522
snr_max 5.905184
Name: 16963, dtype: float64
--> H
lnb_ratio -0.027595
lnb_signal -34681.236891
lnb_noise -34681.209296
snr_median 1.551856
snr_max 3.392729
Name: 16963, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9993847608566284
--> HL
index 16618.000000
lnb_ratio -0.126063
lnb_signal -48638.200723
lnb_noise -48638.074660
snr_median 2.096573
snr_max 4.085381
Name: 16617, dtype: float64
--> L
lnb_ratio -0.021984
lnb_signal -12459.515915
lnb_noise -12459.493931
snr_median 1.945196
snr_max 3.931509
Name: 16617, dtype: float64
--> H
lnb_ratio -0.019901
lnb_signal -36457.840578
lnb_noise -36457.820676
snr_median 1.581431
snr_max 3.452900
Name: 16617, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9998643398284912
--> HL
index 18952.000000
lnb_ratio -0.094323
lnb_signal -44936.927342
lnb_noise -44936.833019
snr_median 2.182421
snr_max 4.375984
Name: 18951, dtype: float64
--> L
lnb_ratio 138.886516
lnb_signal -13555.200322
lnb_noise -13694.086838
snr_median 15.126310
snr_max 17.997940
Name: 18951, dtype: float64
--> H
lnb_ratio -0.061298
lnb_signal -37566.860939
lnb_noise -37566.799641
snr_median 1.359304
snr_max 3.292056
Name: 18951, dtype: float64
---------------
ml label: Paired_Doves
ml confidence: 0.316707581281662
--> HL
index 17913.000000
lnb_ratio 0.078378
lnb_signal -45199.097797
lnb_noise -45199.176175
snr_median 2.609250
snr_max 4.480566
Name: 17912, dtype: float64
--> L
lnb_ratio 0.390103
lnb_signal -13542.901540
lnb_noise -13543.291642
snr_median 3.438366
snr_max 5.336544
Name: 17912, dtype: float64
--> H
lnb_ratio 0.002186
lnb_signal -34984.795468
lnb_noise -34984.797654
snr_median 1.816119
snr_max 3.995008
Name: 17912, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.5503056049346924
--> HL
index 19436.000000
lnb_ratio 0.119850
lnb_signal -49524.255474
lnb_noise -49524.375325
snr_median 2.969919
snr_max 5.175733
Name: 19435, dtype: float64
--> L
lnb_ratio 0.725379
lnb_signal -12650.745086
lnb_noise -12651.470466
snr_median 3.953390
snr_max 6.002786
Name: 19435, dtype: float64
--> H
lnb_ratio 0.007323
lnb_signal -33479.226875
lnb_noise -33479.234198
snr_median 1.833238
snr_max 4.038064
Name: 19435, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9998968839645386
--> HL
index 17493.000000
lnb_ratio -0.069664
lnb_signal -45719.375586
lnb_noise -45719.305923
snr_median 1.700782
snr_max 3.416709
Name: 17492, dtype: float64
--> L
lnb_ratio 1.350240
lnb_signal -12660.132156
lnb_noise -12661.482396
snr_median 4.237394
snr_max 6.300841
Name: 17492, dtype: float64
--> H
lnb_ratio -0.051803
lnb_signal -33994.227976
lnb_noise -33994.176172
snr_median 1.999893
snr_max 4.190608
Name: 17492, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.999860405921936
--> HL
index 16966.000000
lnb_ratio -0.155881
lnb_signal -45351.329555
lnb_noise -45351.173673
snr_median 2.083039
snr_max 4.227957
Name: 16965, dtype: float64
--> L
lnb_ratio 3.620381
lnb_signal -12930.903593
lnb_noise -12934.523974
snr_median 5.154113
snr_max 7.385438
Name: 16965, dtype: float64
--> H
lnb_ratio -0.051651
lnb_signal -33500.176149
lnb_noise -33500.124498
snr_median 1.459717
snr_max 3.499430
Name: 16965, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9999687671661376
--> HL
index 18698.000000
lnb_ratio 0.008907
lnb_signal -48834.916350
lnb_noise -48834.925257
snr_median 2.512063
snr_max 4.401406
Name: 18697, dtype: float64
--> L
lnb_ratio 5.975783
lnb_signal -17001.723795
lnb_noise -17007.699578
snr_median 5.585232
snr_max 7.717248
Name: 18697, dtype: float64
--> H
lnb_ratio -0.054219
lnb_signal -31278.187196
lnb_noise -31278.132977
snr_median 1.453917
snr_max 3.295146
Name: 18697, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9997096657752992
--> HL
index 17327.000000
lnb_ratio 0.027480
lnb_signal -47472.023519
lnb_noise -47472.050999
snr_median 2.601979
snr_max 4.635818
Name: 17326, dtype: float64
--> L
lnb_ratio 62.466143
lnb_signal -13058.200113
lnb_noise -13120.666256
snr_median 10.524059
snr_max 13.086923
Name: 17326, dtype: float64
--> H
lnb_ratio -0.026555
lnb_signal -32989.445702
lnb_noise -32989.419146
snr_median 1.346247
snr_max 3.016316
Name: 17326, dtype: float64
---------------
ml label: Paired_Doves
ml confidence: 0.820870578289032
--> HL
index 19886.000000
lnb_ratio 0.002839
lnb_signal -45242.998684
lnb_noise -45243.001523
snr_median 2.090737
snr_max 3.750379
Name: 19885, dtype: float64
--> L
lnb_ratio 59.191807
lnb_signal -12618.764444
lnb_noise -12677.956251
snr_median 10.316132
snr_max 12.810918
Name: 19885, dtype: float64
--> H
lnb_ratio -0.018318
lnb_signal -34362.581983
lnb_noise -34362.563665
snr_median 1.666509
snr_max 3.732888
Name: 19885, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9999748468399048
--> HL
index 17491.000000
lnb_ratio 3.168936
lnb_signal -45088.417175
lnb_noise -45091.586112
snr_median 5.130992
snr_max 7.370228
Name: 17490, dtype: float64
--> L
lnb_ratio 1.176162
lnb_signal -13013.284267
lnb_noise -13014.460429
snr_median 4.262434
snr_max 6.240706
Name: 17490, dtype: float64
--> H
lnb_ratio 0.619686
lnb_signal -33331.430572
lnb_noise -33332.050258
snr_median 2.486114
snr_max 4.716273
Name: 17490, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.7298467755317688
--> HL
index 18700.000000
lnb_ratio 0.009352
lnb_signal -45609.507336
lnb_noise -45609.516688
snr_median 2.088774
snr_max 3.904930
Name: 18699, dtype: float64
--> L
lnb_ratio 0.342786
lnb_signal -12315.789518
lnb_noise -12316.132304
snr_median 3.366344
snr_max 5.505728
Name: 18699, dtype: float64
--> H
lnb_ratio -0.089459
lnb_signal -30848.749415
lnb_noise -30848.659956
snr_median 1.356164
snr_max 3.421886
Name: 18699, dtype: float64
---------------
ml label: Scattered_Light
ml confidence: 0.9721320271492004
--> HL
index 17487.000000
lnb_ratio 17.978565
lnb_signal -47940.675906
lnb_noise -47958.654470
snr_median 7.359325
snr_max 9.740752
Name: 17486, dtype: float64
--> L
lnb_ratio 2.717636
lnb_signal -13097.057787
lnb_noise -13099.775423
snr_median 4.964457
snr_max 7.171432
Name: 17486, dtype: float64
--> H
lnb_ratio -0.032932
lnb_signal -35046.066642
lnb_noise -35046.033709
snr_median 1.547078
snr_max 3.382028
Name: 17486, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.7990933656692505
--> HL
index 19504.000000
lnb_ratio -0.144907
lnb_signal -49725.626838
lnb_noise -49725.481930
snr_median 1.687073
snr_max 3.538853
Name: 19503, dtype: float64
--> L
lnb_ratio 0.370466
lnb_signal -12501.099442
lnb_noise -12501.469908
snr_median 3.437282
snr_max 5.291367
Name: 19503, dtype: float64
--> H
lnb_ratio -0.065840
lnb_signal -33869.551216
lnb_noise -33869.485377
snr_median 1.473175
snr_max 3.356116
Name: 19503, dtype: float64
---------------
ml label: Repeating_Blips
ml confidence: 0.9782700538635254
--> HL
index 14460.000000
lnb_ratio 19.476588
lnb_signal -48696.919942
lnb_noise -48716.396530
snr_median 7.283688
snr_max 9.821585
Name: 14460, dtype: float64
--> L
lnb_ratio 24.234756
lnb_signal -12490.992350
lnb_noise -12515.227106
snr_median 7.320399
snr_max 9.665159
Name: 14460, dtype: float64
--> H
lnb_ratio -0.086421
lnb_signal -36201.255845
lnb_noise -36201.169424
snr_median 1.315487
snr_max 3.243125
Name: 14460, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.8898074626922607
--> HL
index 15895.000000
lnb_ratio 0.167339
lnb_signal -48132.222962
lnb_noise -48132.390301
snr_median 2.690298
snr_max 4.439345
Name: 15895, dtype: float64
--> L
lnb_ratio 0.213942
lnb_signal -14370.060568
lnb_noise -14370.274510
snr_median 3.119199
snr_max 5.213822
Name: 15895, dtype: float64
--> H
lnb_ratio 0.063280
lnb_signal -33762.052511
lnb_noise -33762.115792
snr_median 2.202123
snr_max 4.257373
Name: 15895, dtype: float64
---------------
ml label: Blip
ml confidence: 0.992707908153534
--> HL
index 14345.000000
lnb_ratio 0.009778
lnb_signal -50136.340728
lnb_noise -50136.350505
snr_median 2.396738
snr_max 4.267934
Name: 14345, dtype: float64
--> L
lnb_ratio 0.073359
lnb_signal -14256.290051
lnb_noise -14256.363410
snr_median 2.200086
snr_max 3.989329
Name: 14345, dtype: float64
--> H
lnb_ratio -0.068035
lnb_signal -35880.055131
lnb_noise -35879.987096
snr_median 1.084284
snr_max 2.820204
Name: 14345, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.8692778944969177
--> HL
index 15906.000000
lnb_ratio 1297.858992
lnb_signal -645940.939345
lnb_noise -647238.798337
snr_median 41.854476
snr_max 52.003632
Name: 15905, dtype: float64
--> L
lnb_ratio 130276.582801
lnb_signal -478107.196859
lnb_noise -608383.779660
snr_median 449.381976
snr_max 510.548785
Name: 15905, dtype: float64
--> H
lnb_ratio -0.032392
lnb_signal -33468.534042
lnb_noise -33468.501650
snr_median 1.801846
snr_max 3.829805
Name: 15905, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.5295305252075195
--> HL
index 18821.000000
lnb_ratio 2.086394
lnb_signal -46016.315889
lnb_noise -46018.402283
snr_median 4.269294
snr_max 5.963092
Name: 18820, dtype: float64
--> L
lnb_ratio 1.938301
lnb_signal -14127.031062
lnb_noise -14128.969363
snr_median 4.638994
snr_max 6.687100
Name: 18820, dtype: float64
--> H
lnb_ratio -0.071598
lnb_signal -34570.301314
lnb_noise -34570.229716
snr_median 1.206596
snr_max 3.024227
Name: 18820, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9999562501907348
--> HL
index 17697.000000
lnb_ratio -0.147628
lnb_signal -45342.079418
lnb_noise -45341.931791
snr_median 1.452406
snr_max 3.167711
Name: 17696, dtype: float64
--> L
lnb_ratio 3.716984
lnb_signal -12140.403121
lnb_noise -12144.120105
snr_median 3.844274
snr_max 5.810769
Name: 17696, dtype: float64
--> H
lnb_ratio -0.082831
lnb_signal -35860.628187
lnb_noise -35860.545356
snr_median 0.979343
snr_max 2.697501
Name: 17696, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.7370548844337463
--> HL
index 16217.000000
lnb_ratio -0.097691
lnb_signal -46228.256531
lnb_noise -46228.158840
snr_median 2.115760
snr_max 4.059219
Name: 16216, dtype: float64
--> L
lnb_ratio 27.598940
lnb_signal -12682.043789
lnb_noise -12709.642729
snr_median 7.522859
snr_max 9.356946
Name: 16216, dtype: float64
--> H
lnb_ratio 0.025629
lnb_signal -34564.513428
lnb_noise -34564.539057
snr_median 2.364999
snr_max 4.579264
Name: 16216, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.97260844707489
--> HL
index 19684.000000
lnb_ratio -0.071088
lnb_signal -47493.285380
lnb_noise -47493.214292
snr_median 2.100545
snr_max 3.991362
Name: 19683, dtype: float64
--> L
lnb_ratio 568.497068
lnb_signal -13690.055943
lnb_noise -14258.553011
snr_median 32.594146
snr_max 34.641194
Name: 19683, dtype: float64
--> H
lnb_ratio -0.030261
lnb_signal -36814.052899
lnb_noise -36814.022638
snr_median 1.686356
snr_max 3.650641
Name: 19683, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.746517539024353
--> HL
index 19437.000000
lnb_ratio 1.101515
lnb_signal -48390.562783
lnb_noise -48391.664298
snr_median 4.383477
snr_max 6.508871
Name: 19436, dtype: float64
--> L
lnb_ratio 0.060337
lnb_signal -12635.125390
lnb_noise -12635.185727
snr_median 2.564675
snr_max 4.851629
Name: 19436, dtype: float64
--> H
lnb_ratio -0.042924
lnb_signal -36889.232521
lnb_noise -36889.189598
snr_median 1.430672
snr_max 3.264687
Name: 19436, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9988712668418884
--> HL
index 20118.000000
lnb_ratio -0.124302
lnb_signal -49312.467070
lnb_noise -49312.342768
snr_median 1.699656
snr_max 3.441373
Name: 20117, dtype: float64
--> L
lnb_ratio 33.094661
lnb_signal -14002.406677
lnb_noise -14035.501338
snr_median 8.117111
snr_max 10.182163
Name: 20117, dtype: float64
--> H
lnb_ratio 0.058606
lnb_signal -36865.125402
lnb_noise -36865.184008
snr_median 1.756161
snr_max 3.498959
Name: 20117, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.5636042356491089
--> HL
index 16586.000000
lnb_ratio -0.129572
lnb_signal -47288.798052
lnb_noise -47288.668480
snr_median 1.962097
snr_max 4.003007
Name: 16585, dtype: float64
--> L
lnb_ratio 0.239302
lnb_signal -12175.210935
lnb_noise -12175.450236
snr_median 3.493745
snr_max 5.727417
Name: 16585, dtype: float64
--> H
lnb_ratio -0.105629
lnb_signal -34628.393070
lnb_noise -34628.287441
snr_median 1.219503
snr_max 3.235160
Name: 16585, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9955534338951112
--> HL
index 19405.000000
lnb_ratio 0.730292
lnb_signal -50576.193776
lnb_noise -50576.924068
snr_median 3.159146
snr_max 4.765453
Name: 19404, dtype: float64
--> L
lnb_ratio 1.155531
lnb_signal -12364.731755
lnb_noise -12365.887286
snr_median 4.240472
snr_max 6.176402
Name: 19404, dtype: float64
--> H
lnb_ratio -0.048948
lnb_signal -33857.279400
lnb_noise -33857.230452
snr_median 1.839779
snr_max 4.012252
Name: 19404, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999895095825196
--> HL
index 18450.000000
lnb_ratio -0.073010
lnb_signal -47115.496582
lnb_noise -47115.423571
snr_median 1.958674
snr_max 3.952784
Name: 18449, dtype: float64
--> L
lnb_ratio 84.340605
lnb_signal -12739.770651
lnb_noise -12824.111256
snr_median 12.287945
snr_max 14.709636
Name: 18449, dtype: float64
--> H
lnb_ratio 0.107457
lnb_signal -38126.660240
lnb_noise -38126.767697
snr_median 1.942627
snr_max 3.775793
Name: 18449, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999996423721312
--> HL
index 18452.000000
lnb_ratio 0.598690
lnb_signal -45972.318282
lnb_noise -45972.916972
snr_median 2.740898
snr_max 4.183202
Name: 18451, dtype: float64
--> L
lnb_ratio 448.494165
lnb_signal -12753.251732
lnb_noise -13201.745896
snr_median 26.495531
snr_max 30.939273
Name: 18451, dtype: float64
--> H
lnb_ratio -0.022586
lnb_signal -34508.633253
lnb_noise -34508.610667
snr_median 1.872674
snr_max 3.820655
Name: 18451, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9960000514984132
--> HL
index 17039.000000
lnb_ratio -0.027593
lnb_signal -45532.478015
lnb_noise -45532.450422
snr_median 1.816736
snr_max 3.466904
Name: 17038, dtype: float64
--> L
lnb_ratio 0.383866
lnb_signal -17889.027658
lnb_noise -17889.411524
snr_median 3.867961
snr_max 6.117189
Name: 17038, dtype: float64
--> H
lnb_ratio -0.034271
lnb_signal -33974.916663
lnb_noise -33974.882392
snr_median 1.834250
snr_max 3.888962
Name: 17038, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999995231628418
--> HL
index 139.000000
lnb_ratio 383.877450
lnb_signal -53907.721998
lnb_noise -54291.599449
snr_median 25.030632
snr_max 29.087907
Name: 139, dtype: float64
--> L
lnb_ratio 391.957442
lnb_signal -12869.027736
lnb_noise -13260.985178
snr_median 24.472862
snr_max 29.028194
Name: 139, dtype: float64
--> H
lnb_ratio -0.007178
lnb_signal -41030.621449
lnb_noise -41030.614271
snr_median 1.483625
snr_max 3.225132
Name: 139, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9895137548446656
--> HL
index 642.000000
lnb_ratio 29.665809
lnb_signal -52486.548814
lnb_noise -52516.214623
snr_median 8.656798
snr_max 10.385277
Name: 642, dtype: float64
--> L
lnb_ratio 34.969779
lnb_signal -12420.213542
lnb_noise -12455.183321
snr_median 8.733748
snr_max 10.354492
Name: 642, dtype: float64
--> H
lnb_ratio -0.063853
lnb_signal -40061.095154
lnb_noise -40061.031301
snr_median 1.550567
snr_max 3.563992
Name: 642, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.8732525706291199
--> HL
index 2138.000000
lnb_ratio 8499.318869
lnb_signal -95787.058854
lnb_noise -104286.377723
snr_median 126.442625
snr_max 130.838183
Name: 2138, dtype: float64
--> L
lnb_ratio 8509.232121
lnb_signal -52584.255996
lnb_noise -61093.488116
snr_median 127.993202
snr_max 130.829559
Name: 2138, dtype: float64
--> H
lnb_ratio -0.037030
lnb_signal -43192.926637
lnb_noise -43192.889607
snr_median 1.697782
snr_max 3.818733
Name: 2138, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999986886978148
--> HL
index 871.000000
lnb_ratio 203.778089
lnb_signal -51162.194436
lnb_noise -51365.972524
snr_median 18.564850
snr_max 21.845620
Name: 871, dtype: float64
--> L
lnb_ratio 211.088398
lnb_signal -12503.107187
lnb_noise -12714.195585
snr_median 18.086714
snr_max 21.827472
Name: 871, dtype: float64
--> H
lnb_ratio 1.101127
lnb_signal -38650.675812
lnb_noise -38651.776940
snr_median 3.291731
snr_max 5.792132
Name: 871, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.7941254377365112
--> HL
index 2706.000000
lnb_ratio 7597.939980
lnb_signal -91043.900658
lnb_noise -98641.840638
snr_median 119.414152
snr_max 123.752181
Name: 2706, dtype: float64
--> L
lnb_ratio 7618.770101
lnb_signal -54695.281890
lnb_noise -62314.051991
snr_median 121.917992
snr_max 123.842720
Name: 2706, dtype: float64
--> H
lnb_ratio -0.044751
lnb_signal -36327.833398
lnb_noise -36327.788647
snr_median 1.534541
snr_max 3.481074
Name: 2706, dtype: float64
---------------
ml label: Tomte
ml confidence: 1.0
--> HL
index 1642.000000
lnb_ratio 271.916589
lnb_signal -53337.859366
lnb_noise -53609.775955
snr_median 21.251181
snr_max 24.876521
Name: 1642, dtype: float64
--> L
lnb_ratio 280.009690
lnb_signal -13518.164177
lnb_noise -13798.173867
snr_median 20.717514
snr_max 24.863668
Name: 1642, dtype: float64
--> H
lnb_ratio -0.056263
lnb_signal -39811.658352
lnb_noise -39811.602089
snr_median 1.328259
snr_max 3.165618
Name: 1642, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.999865174293518
--> HL
index 2306.000000
lnb_ratio 10.759251
lnb_signal -48571.143332
lnb_noise -48581.902583
snr_median 5.982970
snr_max 7.694411
Name: 2306, dtype: float64
--> L
lnb_ratio 10.472565
lnb_signal -12171.455775
lnb_noise -12181.928340
snr_median 5.699447
snr_max 7.439550
Name: 2306, dtype: float64
--> H
lnb_ratio -0.029194
lnb_signal -36400.003436
lnb_noise -36399.974243
snr_median 1.924446
snr_max 3.967088
Name: 2306, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999961853027344
--> HL
index 968.000000
lnb_ratio 506.125100
lnb_signal -53848.661182
lnb_noise -54354.786281
snr_median 29.084242
snr_max 33.016744
Name: 968, dtype: float64
--> L
lnb_ratio 512.010879
lnb_signal -12470.956874
lnb_noise -12982.967753
snr_median 28.342289
snr_max 32.946473
Name: 968, dtype: float64
--> H
lnb_ratio -0.050428
lnb_signal -41371.868956
lnb_noise -41371.818528
snr_median 1.433734
snr_max 3.383250
Name: 968, dtype: float64
---------------
ml label: Blip
ml confidence: 0.6706573367118835
--> HL
index 4237.000000
lnb_ratio 537.316601
lnb_signal -50204.299140
lnb_noise -50741.615741
snr_median 31.023929
snr_max 34.029668
Name: 4237, dtype: float64
--> L
lnb_ratio 546.846715
lnb_signal -16330.278887
lnb_noise -16877.125603
snr_median 32.116606
snr_max 34.015485
Name: 4237, dtype: float64
--> H
lnb_ratio 0.021665
lnb_signal -33864.468473
lnb_noise -33864.490138
snr_median 1.837511
snr_max 3.838089
Name: 4237, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.4431199133396148
--> HL
index 3097.000000
lnb_ratio 69151.463703
lnb_signal -150795.536172
lnb_noise -219946.999875
snr_median 350.343586
snr_max 372.054787
Name: 3097, dtype: float64
--> L
lnb_ratio 69861.938638
lnb_signal -104554.183965
lnb_noise -174416.122603
snr_median 369.993003
snr_max 373.959361
Name: 3097, dtype: float64
--> H
lnb_ratio -0.022337
lnb_signal -45530.899609
lnb_noise -45530.877272
snr_median 1.526571
snr_max 3.329413
Name: 3097, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9998822212219238
--> HL
index 4489.000000
lnb_ratio 70.260568
lnb_signal -53873.876264
lnb_noise -53944.136832
snr_median 11.659843
snr_max 14.212923
Name: 4489, dtype: float64
--> L
lnb_ratio 77.492539
lnb_signal -12839.416403
lnb_noise -12916.908942
snr_median 11.699584
snr_max 14.208378
Name: 4489, dtype: float64
--> H
lnb_ratio 0.483033
lnb_signal -41026.744857
lnb_noise -41027.227890
snr_median 2.870949
snr_max 5.125124
Name: 4489, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999990463256836
--> HL
index 4615.000000
lnb_ratio 473.685289
lnb_signal -49399.350267
lnb_noise -49873.035556
snr_median 29.473820
snr_max 32.348728
Name: 4615, dtype: float64
--> L
lnb_ratio 487.203940
lnb_signal -14125.512906
lnb_noise -14612.716846
snr_median 30.402780
snr_max 32.493218
Name: 4615, dtype: float64
--> H
lnb_ratio -0.080412
lnb_signal -35260.399122
lnb_noise -35260.318710
snr_median 1.116058
snr_max 2.938260
Name: 4615, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9998968839645386
--> HL
index 2969.000000
lnb_ratio 29.354454
lnb_signal -58581.928425
lnb_noise -58611.282879
snr_median 8.769903
snr_max 10.483773
Name: 2969, dtype: float64
--> L
lnb_ratio 35.788169
lnb_signal -12841.000982
lnb_noise -12876.789151
snr_median 8.891104
snr_max 10.437854
Name: 2969, dtype: float64
--> H
lnb_ratio -0.020624
lnb_signal -45734.514352
lnb_noise -45734.493728
snr_median 1.672032
snr_max 3.555693
Name: 2969, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9974492192268372
--> HL
index 4134.000000
lnb_ratio 46128.954915
lnb_signal -89844.559637
lnb_noise -135973.514552
snr_median 303.130739
snr_max 304.034920
Name: 4134, dtype: float64
--> L
lnb_ratio 46515.319396
lnb_signal -53492.784302
lnb_noise -100008.103698
snr_median 303.057280
snr_max 305.212221
Name: 4134, dtype: float64
--> H
lnb_ratio -0.060715
lnb_signal -35965.471569
lnb_noise -35965.410855
snr_median 1.233752
snr_max 3.131459
Name: 4134, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.8171204328536987
--> HL
index 4850.000000
lnb_ratio 115.218507
lnb_signal -53394.111077
lnb_noise -53509.329584
snr_median 14.467180
snr_max 16.989995
Name: 4850, dtype: float64
--> L
lnb_ratio 120.461953
lnb_signal -12397.047007
lnb_noise -12517.508960
snr_median 15.040750
snr_max 16.909085
Name: 4850, dtype: float64
--> H
lnb_ratio -0.014873
lnb_signal -40991.835496
lnb_noise -40991.820623
snr_median 1.709494
snr_max 3.654002
Name: 4850, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.996620774269104
--> HL
index 3627.000000
lnb_ratio 14.787588
lnb_signal -54318.876998
lnb_noise -54333.664586
snr_median 6.878275
snr_max 8.553643
Name: 3627, dtype: float64
--> L
lnb_ratio 19.099907
lnb_signal -12274.527433
lnb_noise -12293.627341
snr_median 6.982152
snr_max 8.554192
Name: 3627, dtype: float64
--> H
lnb_ratio -0.094997
lnb_signal -42040.132242
lnb_noise -42040.037245
snr_median 1.327713
snr_max 3.399296
Name: 3627, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.715844452381134
--> HL
index 5449.000000
lnb_ratio 633.239447
lnb_signal -56851.207796
lnb_noise -57484.447243
snr_median 33.301946
snr_max 36.716054
Name: 5449, dtype: float64
--> L
lnb_ratio 640.398688
lnb_signal -17075.961242
lnb_noise -17716.359931
snr_median 34.342092
snr_max 36.687172
Name: 5449, dtype: float64
--> H
lnb_ratio -0.047758
lnb_signal -39768.135070
lnb_noise -39768.087312
snr_median 1.474033
snr_max 3.441465
Name: 5449, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9922077059745787
--> HL
index 4176.000000
lnb_ratio 48.579018
lnb_signal -48825.306790
lnb_noise -48873.885808
snr_median 10.178235
snr_max 12.822299
Name: 4176, dtype: float64
--> L
lnb_ratio 56.545211
lnb_signal -12551.114283
lnb_noise -12607.659494
snr_median 10.806557
snr_max 13.325272
Name: 4176, dtype: float64
--> H
lnb_ratio -0.003612
lnb_signal -36266.229926
lnb_noise -36266.226314
snr_median 1.534672
snr_max 3.401150
Name: 4176, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.999750554561615
--> HL
index 4214.000000
lnb_ratio 2267.810762
lnb_signal -51312.058464
lnb_noise -53579.869226
snr_median 60.525958
snr_max 68.083161
Name: 4214, dtype: float64
--> L
lnb_ratio 2277.939916
lnb_signal -15214.303362
lnb_noise -17492.243278
snr_median 60.550094
snr_max 68.084430
Name: 4214, dtype: float64
--> H
lnb_ratio -0.065874
lnb_signal -36087.691822
lnb_noise -36087.625948
snr_median 1.204026
snr_max 2.928956
Name: 4214, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9986786246299744
--> HL
index 5089.000000
lnb_ratio 5.081480
lnb_signal -47495.125353
lnb_noise -47500.206833
snr_median 5.471948
snr_max 7.232901
Name: 5089, dtype: float64
--> L
lnb_ratio 9.840878
lnb_signal -12095.592463
lnb_noise -12105.433341
snr_median 5.498446
snr_max 7.130369
Name: 5089, dtype: float64
--> H
lnb_ratio 0.019857
lnb_signal -35394.753635
lnb_noise -35394.773492
snr_median 1.610995
snr_max 3.517795
Name: 5089, dtype: float64
---------------
ml label: Blip
ml confidence: 0.8585071563720703
--> HL
index 5193.000000
lnb_ratio 7.066470
lnb_signal -51386.252258
lnb_noise -51393.318728
snr_median 5.910046
snr_max 7.557638
Name: 5193, dtype: float64
--> L
lnb_ratio 11.002328
lnb_signal -12368.573411
lnb_noise -12379.575739
snr_median 6.277594
snr_max 7.672844
Name: 5193, dtype: float64
--> H
lnb_ratio -0.018044
lnb_signal -39013.761034
lnb_noise -39013.742990
snr_median 1.771414
snr_max 3.912106
Name: 5193, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999998807907104
--> HL
index 3555.000000
lnb_ratio 107.398434
lnb_signal -53481.459007
lnb_noise -53588.857441
snr_median 13.947607
snr_max 16.718999
Name: 3555, dtype: float64
--> L
lnb_ratio 115.500646
lnb_signal -12630.549519
lnb_noise -12746.050165
snr_median 13.843504
snr_max 16.715236
Name: 3555, dtype: float64
--> H
lnb_ratio -0.039683
lnb_signal -40842.846959
lnb_noise -40842.807276
snr_median 1.456378
snr_max 3.314736
Name: 3555, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.998874843120575
--> HL
index 6939.000000
lnb_ratio 233.577919
lnb_signal -55596.096620
lnb_noise -55829.674538
snr_median 21.694512
snr_max 23.452514
Name: 6939, dtype: float64
--> L
lnb_ratio 240.188062
lnb_signal -13131.560540
lnb_noise -13371.748602
snr_median 22.174420
snr_max 23.407740
Name: 6939, dtype: float64
--> H
lnb_ratio -0.091943
lnb_signal -42458.017879
lnb_noise -42457.925936
snr_median 1.115846
snr_max 2.895286
Name: 6939, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999982118606568
--> HL
index 6979.000000
lnb_ratio 404.971126
lnb_signal -49307.854679
lnb_noise -49712.825805
snr_median 25.504595
snr_max 29.786104
Name: 6979, dtype: float64
--> L
lnb_ratio 411.279987
lnb_signal -13344.055831
lnb_noise -13755.335819
snr_median 24.771558
snr_max 29.733345
Name: 6979, dtype: float64
--> H
lnb_ratio -0.025612
lnb_signal -35957.515598
lnb_noise -35957.489986
snr_median 1.714932
snr_max 3.742753
Name: 6979, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.999487280845642
--> HL
index 7601.000000
lnb_ratio 45.634393
lnb_signal -47765.255498
lnb_noise -47810.889891
snr_median 9.928496
snr_max 12.013787
Name: 7601, dtype: float64
--> L
lnb_ratio 52.888476
lnb_signal -12264.004449
lnb_noise -12316.892925
snr_median 9.820297
snr_max 12.004896
Name: 7601, dtype: float64
--> H
lnb_ratio -0.033551
lnb_signal -35494.030517
lnb_noise -35493.996966
snr_median 1.683984
snr_max 3.686765
Name: 7601, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999866485595704
--> HL
index 7387.000000
lnb_ratio 193.027378
lnb_signal -51951.583067
lnb_noise -52144.610445
snr_median 18.153124
snr_max 21.312141
Name: 7387, dtype: float64
--> L
lnb_ratio 199.242747
lnb_signal -12725.615536
lnb_noise -12924.858283
snr_median 17.780693
snr_max 21.279478
Name: 7387, dtype: float64
--> H
lnb_ratio -0.012631
lnb_signal -39219.764793
lnb_noise -39219.752162
snr_median 1.748473
snr_max 3.660690
Name: 7387, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.9847986102104188
--> HL
index 7887.000000
lnb_ratio 81792.118795
lnb_signal -156408.855823
lnb_noise -238200.974617
snr_median 400.019418
snr_max 404.981444
Name: 7887, dtype: float64
--> L
lnb_ratio 90201.268832
lnb_signal -111347.886103
lnb_noise -201549.154935
snr_median 374.517671
snr_max 424.875963
Name: 7887, dtype: float64
--> H
lnb_ratio 0.053805
lnb_signal -36651.765877
lnb_noise -36651.819682
snr_median 2.204118
snr_max 4.327515
Name: 7887, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999953508377076
--> HL
index 6298.000000
lnb_ratio 95.106926
lnb_signal -48914.113878
lnb_noise -49009.220803
snr_median 13.244527
snr_max 15.838947
Name: 6298, dtype: float64
--> L
lnb_ratio 101.719332
lnb_signal -12044.095689
lnb_noise -12145.815021
snr_median 13.680926
snr_max 15.786155
Name: 6298, dtype: float64
--> H
lnb_ratio -0.078539
lnb_signal -36863.484321
lnb_noise -36863.405782
snr_median 1.002288
snr_max 2.663590
Name: 6298, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9932916164398192
--> HL
index 7199.000000
lnb_ratio 182.762538
lnb_signal -52791.469961
lnb_noise -52974.232499
snr_median 17.812316
snr_max 20.722698
Name: 7199, dtype: float64
--> L
lnb_ratio 190.384811
lnb_signal -12597.739586
lnb_noise -12788.124397
snr_median 17.289636
snr_max 20.683863
Name: 7199, dtype: float64
--> H
lnb_ratio -0.085880
lnb_signal -40186.193983
lnb_noise -40186.108103
snr_median 1.562683
snr_max 3.606511
Name: 7199, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.9989860653877258
--> HL
index 8.123000e+03
lnb_ratio 2.268586e+05
lnb_signal -1.472062e+06
lnb_noise -1.698921e+06
snr_median 6.665628e+02
snr_max 6.737115e+02
Name: 8123, dtype: float64
--> L
lnb_ratio 2.852214e+05
lnb_signal -1.376690e+06
lnb_noise -1.661911e+06
snr_median 7.506345e+02
snr_max 7.557781e+02
Name: 8123, dtype: float64
--> H
lnb_ratio -0.026524
lnb_signal -37009.365609
lnb_noise -37009.339086
snr_median 1.523587
snr_max 3.431461
Name: 8123, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999990463256836
--> HL
index 6097.000000
lnb_ratio 73.757752
lnb_signal -48779.989429
lnb_noise -48853.747181
snr_median 12.027453
snr_max 14.523416
Name: 6097, dtype: float64
--> L
lnb_ratio 79.555495
lnb_signal -13044.311118
lnb_noise -13123.866614
snr_median 12.209139
snr_max 14.534461
Name: 6097, dtype: float64
--> H
lnb_ratio 0.032816
lnb_signal -35729.847751
lnb_noise -35729.880568
snr_median 2.530862
snr_max 4.682237
Name: 6097, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999830722808838
--> HL
index 7129.000000
lnb_ratio 610.118550
lnb_signal -51336.756962
lnb_noise -51946.875513
snr_median 31.200995
snr_max 36.116553
Name: 7129, dtype: float64
--> L
lnb_ratio 619.472420
lnb_signal -12215.729226
lnb_noise -12835.201646
snr_median 30.364629
snr_max 36.116769
Name: 7129, dtype: float64
--> H
lnb_ratio -0.040925
lnb_signal -39111.714791
lnb_noise -39111.673867
snr_median 1.477040
snr_max 3.481138
Name: 7129, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.8720869421958923
--> HL
index 5.607000e+03
lnb_ratio 3.630540e+05
lnb_signal -1.029551e+06
lnb_noise -1.392605e+06
snr_median 8.312329e+02
snr_max 8.525497e+02
Name: 5607, dtype: float64
--> L
lnb_ratio 4.223639e+05
lnb_signal -9.307162e+05
lnb_noise -1.353080e+06
snr_median 7.488986e+02
snr_max 9.191510e+02
Name: 5607, dtype: float64
--> H
lnb_ratio -0.089308
lnb_signal -39525.327204
lnb_noise -39525.237895
snr_median 1.375006
snr_max 3.324366
Name: 5607, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999483823776244
--> HL
index 7270.000000
lnb_ratio 230.218039
lnb_signal -48809.982486
lnb_noise -49040.200525
snr_median 19.453077
snr_max 23.033647
Name: 7270, dtype: float64
--> L
lnb_ratio 237.482727
lnb_signal -12347.532216
lnb_noise -12585.014943
snr_median 18.528396
snr_max 23.007871
Name: 7270, dtype: float64
--> H
lnb_ratio -0.043537
lnb_signal -36455.229119
lnb_noise -36455.185582
snr_median 1.363298
snr_max 3.160124
Name: 7270, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9897181987762452
--> HL
index 7996.000000
lnb_ratio 17.383412
lnb_signal -53724.830579
lnb_noise -53742.213991
snr_median 7.216745
snr_max 9.086485
Name: 7996, dtype: float64
--> L
lnb_ratio 21.931299
lnb_signal -12802.626601
lnb_noise -12824.557899
snr_median 7.108216
snr_max 9.018541
Name: 7996, dtype: float64
--> H
lnb_ratio -0.039028
lnb_signal -40917.695120
lnb_noise -40917.656092
snr_median 1.600495
snr_max 3.575495
Name: 7996, dtype: float64
---------------
ml label: Paired_Doves
ml confidence: 0.479621022939682
--> HL
index 7057.000000
lnb_ratio 689.629798
lnb_signal -51570.404020
lnb_noise -52260.033818
snr_median 34.642319
snr_max 38.605489
Name: 7057, dtype: float64
--> L
lnb_ratio 744.591074
lnb_signal -12892.317973
lnb_noise -13636.909047
snr_median 36.402164
snr_max 39.856911
Name: 7057, dtype: float64
--> H
lnb_ratio -0.102699
lnb_signal -38623.227471
lnb_noise -38623.124771
snr_median 1.452550
snr_max 3.576468
Name: 7057, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999804496765136
--> HL
index 8273.000000
lnb_ratio 32.151593
lnb_signal -49157.799625
lnb_noise -49189.951218
snr_median 8.930040
snr_max 10.861748
Name: 8273, dtype: float64
--> L
lnb_ratio 37.403888
lnb_signal -13163.538230
lnb_noise -13200.942118
snr_median 8.886078
snr_max 10.810447
Name: 8273, dtype: float64
--> H
lnb_ratio -0.086213
lnb_signal -35989.095313
lnb_noise -35989.009100
snr_median 1.791528
snr_max 4.025320
Name: 8273, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9999985694885254
--> HL
index 9791.000000
lnb_ratio 25.647516
lnb_signal -59523.206701
lnb_noise -59548.854217
snr_median 7.774940
snr_max 10.003504
Name: 9791, dtype: float64
--> L
lnb_ratio 30.485637
lnb_signal -21441.828467
lnb_noise -21472.314104
snr_median 7.495927
snr_max 9.916579
Name: 9791, dtype: float64
--> H
lnb_ratio -0.043082
lnb_signal -38076.583194
lnb_noise -38076.540113
snr_median 2.505554
snr_max 4.889583
Name: 9791, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.6407168507575989
--> HL
index 9741.000000
lnb_ratio 12.217866
lnb_signal -52913.781030
lnb_noise -52925.998895
snr_median 6.504798
snr_max 8.153807
Name: 9741, dtype: float64
--> L
lnb_ratio 18.323009
lnb_signal -14233.923635
lnb_noise -14252.246644
snr_median 6.073834
snr_max 8.106290
Name: 9741, dtype: float64
--> H
lnb_ratio -0.108443
lnb_signal -38673.860694
lnb_noise -38673.752252
snr_median 1.072460
snr_max 2.953768
Name: 9741, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.8878850936889648
--> HL
index 8713.000000
lnb_ratio 412.618112
lnb_signal -56093.760272
lnb_noise -56506.378384
snr_median 26.681312
snr_max 30.199556
Name: 8713, dtype: float64
--> L
lnb_ratio 419.849115
lnb_signal -16480.932685
lnb_noise -16900.781801
snr_median 27.337778
snr_max 30.175033
Name: 8713, dtype: float64
--> H
lnb_ratio -0.132031
lnb_signal -39605.728614
lnb_noise -39605.596583
snr_median 1.259574
snr_max 3.443978
Name: 8713, dtype: float64
---------------
ml label: Tomte
ml confidence: 1.0
--> HL
index 9755.000000
lnb_ratio 496.473277
lnb_signal -50424.273023
lnb_noise -50920.746300
snr_median 29.139049
snr_max 32.699310
Name: 9755, dtype: float64
--> L
lnb_ratio 502.751842
lnb_signal -13241.237873
lnb_noise -13743.989715
snr_median 28.798394
snr_max 32.635907
Name: 9755, dtype: float64
--> H
lnb_ratio 0.098725
lnb_signal -37176.657859
lnb_noise -37176.756585
snr_median 1.983758
snr_max 4.210450
Name: 9755, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999998807907104
--> HL
index 10114.000000
lnb_ratio 116.791715
lnb_signal -47494.230216
lnb_noise -47611.021931
snr_median 14.777224
snr_max 17.281175
Name: 10114, dtype: float64
--> L
lnb_ratio 124.181811
lnb_signal -12480.511217
lnb_noise -12604.693027
snr_median 14.515138
snr_max 17.253209
Name: 10114, dtype: float64
--> H
lnb_ratio -0.090163
lnb_signal -35006.419066
lnb_noise -35006.328903
snr_median 1.927557
snr_max 4.235629
Name: 10114, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.98969966173172
--> HL
index 10864.000000
lnb_ratio 9.985534
lnb_signal -50236.945824
lnb_noise -50246.931358
snr_median 6.057851
snr_max 7.597982
Name: 10864, dtype: float64
--> L
lnb_ratio 12.684074
lnb_signal -12778.429529
lnb_noise -12791.113603
snr_median 5.990386
snr_max 7.431988
Name: 10864, dtype: float64
--> H
lnb_ratio -0.022430
lnb_signal -37455.840185
lnb_noise -37455.817755
snr_median 1.405622
snr_max 3.102419
Name: 10864, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9954600930213928
--> HL
index 10667.000000
lnb_ratio 18.955590
lnb_signal -46558.347890
lnb_noise -46577.303481
snr_median 7.254108
snr_max 8.966327
Name: 10667, dtype: float64
--> L
lnb_ratio 21.283173
lnb_signal -12498.662369
lnb_noise -12519.945543
snr_median 6.829293
snr_max 8.581809
Name: 10667, dtype: float64
--> H
lnb_ratio -0.066242
lnb_signal -34057.424180
lnb_noise -34057.357938
snr_median 1.257744
snr_max 3.056124
Name: 10667, dtype: float64
---------------
ml label: Repeating_Blips
ml confidence: 0.855970561504364
--> HL
index 9951.000000
lnb_ratio 41.952855
lnb_signal -50741.493738
lnb_noise -50783.446593
snr_median 9.516336
snr_max 12.056573
Name: 9951, dtype: float64
--> L
lnb_ratio 48.188127
lnb_signal -12869.383134
lnb_noise -12917.571262
snr_median 9.752172
snr_max 12.076373
Name: 9951, dtype: float64
--> H
lnb_ratio -0.056226
lnb_signal -37865.931557
lnb_noise -37865.875332
snr_median 1.571358
snr_max 3.571381
Name: 9951, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.999972939491272
--> HL
index 1.039200e+04
lnb_ratio 1.978668e+06
lnb_signal -1.110729e+07
lnb_noise -1.308595e+07
snr_median 1.986405e+03
snr_max 1.989439e+03
Name: 10392, dtype: float64
--> L
lnb_ratio 2.437150e+06
lnb_signal -1.061085e+07
lnb_noise -1.304800e+07
snr_median 1.849423e+03
snr_max 2.207806e+03
Name: 10392, dtype: float64
--> H
lnb_ratio -0.024964
lnb_signal -37950.933168
lnb_noise -37950.908204
snr_median 1.661228
snr_max 3.613680
Name: 10392, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9864770174026488
--> HL
index 9975.000000
lnb_ratio 73.279238
lnb_signal -47703.854547
lnb_noise -47777.133784
snr_median 12.110840
snr_max 14.319450
Name: 9975, dtype: float64
--> L
lnb_ratio 80.844547
lnb_signal -13258.760856
lnb_noise -13339.605402
snr_median 12.239048
snr_max 14.325466
Name: 9975, dtype: float64
--> H
lnb_ratio -0.132616
lnb_signal -34437.660999
lnb_noise -34437.528382
snr_median 0.951562
snr_max 2.807203
Name: 9975, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9971421360969543
--> HL
index 10084.000000
lnb_ratio 14.824542
lnb_signal -51541.349223
lnb_noise -51556.173765
snr_median 6.233615
snr_max 8.179303
Name: 10084, dtype: float64
--> L
lnb_ratio 14.645677
lnb_signal -12799.504101
lnb_noise -12814.149777
snr_median 5.951816
snr_max 7.783063
Name: 10084, dtype: float64
--> H
lnb_ratio 0.008853
lnb_signal -38742.015135
lnb_noise -38742.023988
snr_median 2.148038
snr_max 4.180035
Name: 10084, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9694629907608032
--> HL
index 11043.000000
lnb_ratio 45821.156719
lnb_signal -94130.454266
lnb_noise -139951.610985
snr_median 300.073522
snr_max 302.963950
Name: 11043, dtype: float64
--> L
lnb_ratio 46729.232849
lnb_signal -55558.531480
lnb_noise -102287.764329
snr_median 304.995917
snr_max 305.943296
Name: 11043, dtype: float64
--> H
lnb_ratio -0.028432
lnb_signal -37663.875088
lnb_noise -37663.846656
snr_median 1.534220
snr_max 3.482969
Name: 11043, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9980189800262452
--> HL
index 11150.000000
lnb_ratio 24.281219
lnb_signal -47286.837956
lnb_noise -47311.119175
snr_median 8.002728
snr_max 9.547551
Name: 11150, dtype: float64
--> L
lnb_ratio 27.505868
lnb_signal -14159.412738
lnb_noise -14186.918606
snr_median 7.815381
snr_max 9.406679
Name: 11150, dtype: float64
--> H
lnb_ratio 0.013259
lnb_signal -33124.187310
lnb_noise -33124.200569
snr_median 1.816378
snr_max 3.745257
Name: 11150, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999982118606568
--> HL
index 11172.000000
lnb_ratio 411.011522
lnb_signal -50920.412070
lnb_noise -51331.423592
snr_median 25.655697
snr_max 29.989093
Name: 11172, dtype: float64
--> L
lnb_ratio 417.802273
lnb_signal -13606.571676
lnb_noise -14024.373950
snr_median 25.199088
snr_max 29.939432
Name: 11172, dtype: float64
--> H
lnb_ratio -0.056933
lnb_signal -37307.106576
lnb_noise -37307.049643
snr_median 1.308824
snr_max 3.174425
Name: 11172, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999991655349731
--> HL
index 12505.000000
lnb_ratio 247.570626
lnb_signal -54186.064405
lnb_noise -54433.635031
snr_median 20.355577
snr_max 23.792016
Name: 12505, dtype: float64
--> L
lnb_ratio 254.528957
lnb_signal -12305.496897
lnb_noise -12560.025854
snr_median 19.562997
snr_max 23.766080
Name: 12505, dtype: float64
--> H
lnb_ratio 0.032525
lnb_signal -41873.576652
lnb_noise -41873.609177
snr_median 1.898390
snr_max 3.965302
Name: 12505, dtype: float64
---------------
ml label: Low_Frequency_Burst
ml confidence: 0.4673889875411987
--> HL
index 13369.000000
lnb_ratio -0.104584
lnb_signal -47825.407294
lnb_noise -47825.302709
snr_median 2.250244
snr_max 4.389710
Name: 13369, dtype: float64
--> L
lnb_ratio -0.112190
lnb_signal -12325.518030
lnb_noise -12325.405839
snr_median 1.822915
snr_max 3.956946
Name: 13369, dtype: float64
--> H
lnb_ratio -0.023774
lnb_signal -35499.920645
lnb_noise -35499.896870
snr_median 1.299896
snr_max 2.994548
Name: 13369, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9999419450759888
--> HL
index 13242.000000
lnb_ratio 21.724933
lnb_signal -49685.638654
lnb_noise -49707.363587
snr_median 7.849257
snr_max 9.504385
Name: 13242, dtype: float64
--> L
lnb_ratio 26.074866
lnb_signal -13355.118247
lnb_noise -13381.193114
snr_median 7.454946
snr_max 9.410557
Name: 13242, dtype: float64
--> H
lnb_ratio -0.032645
lnb_signal -36326.203118
lnb_noise -36326.170473
snr_median 1.750206
snr_max 3.664603
Name: 13242, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9999862909317015
--> HL
index 13238.000000
lnb_ratio 22.710053
lnb_signal -50230.312589
lnb_noise -50253.022642
snr_median 7.914185
snr_max 9.700882
Name: 13238, dtype: float64
--> L
lnb_ratio 28.685911
lnb_signal -14134.110403
lnb_noise -14162.796314
snr_median 8.207461
snr_max 9.687845
Name: 13238, dtype: float64
--> H
lnb_ratio 0.006377
lnb_signal -36090.219951
lnb_noise -36090.226328
snr_median 1.651450
snr_max 3.415357
Name: 13238, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.8008808493614197
--> HL
index 13313.000000
lnb_ratio 9.294953
lnb_signal -49563.900052
lnb_noise -49573.195006
snr_median 5.786997
snr_max 7.299475
Name: 13313, dtype: float64
--> L
lnb_ratio 12.116276
lnb_signal -14617.012461
lnb_noise -14629.128736
snr_median 5.891039
snr_max 7.615278
Name: 13313, dtype: float64
--> H
lnb_ratio -0.024737
lnb_signal -34944.091006
lnb_noise -34944.066269
snr_median 1.401097
snr_max 3.160798
Name: 13313, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9996358156204224
--> HL
index 12110.000000
lnb_ratio 30.149105
lnb_signal -49416.908969
lnb_noise -49447.058074
snr_median 9.115311
snr_max 11.126031
Name: 12110, dtype: float64
--> L
lnb_ratio 38.613263
lnb_signal -12173.068466
lnb_noise -12211.681729
snr_median 9.504189
snr_max 11.354993
Name: 12110, dtype: float64
--> H
lnb_ratio 0.017570
lnb_signal -37235.358775
lnb_noise -37235.376345
snr_median 2.036075
snr_max 3.969130
Name: 12110, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.9999639987945556
--> HL
index 1.319900e+04
lnb_ratio 5.626595e+05
lnb_signal -1.714939e+06
lnb_noise -2.277598e+06
snr_median 1.060191e+03
snr_max 1.060965e+03
Name: 13199, dtype: float64
--> L
lnb_ratio 5.959650e+05
lnb_signal -1.646051e+06
lnb_noise -2.242016e+06
snr_median 1.088493e+03
snr_max 1.091983e+03
Name: 13199, dtype: float64
--> H
lnb_ratio -0.072384
lnb_signal -35582.604208
lnb_noise -35582.531824
snr_median 1.526996
snr_max 3.581614
Name: 13199, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.5958847403526306
--> HL
index 13051.000000
lnb_ratio 1698.633289
lnb_signal -55898.712051
lnb_noise -57597.345340
snr_median 54.483170
snr_max 59.283919
Name: 13051, dtype: float64
--> L
lnb_ratio 1738.655524
lnb_signal -16142.948612
lnb_noise -17881.604136
snr_median 56.333546
snr_max 59.814949
Name: 13051, dtype: float64
--> H
lnb_ratio 0.001735
lnb_signal -39715.739469
lnb_noise -39715.741204
snr_median 1.852746
snr_max 3.799696
Name: 13051, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999942779541016
--> HL
index 14828.000000
lnb_ratio 228.595110
lnb_signal -48554.392784
lnb_noise -48782.987894
snr_median 19.896629
snr_max 23.117949
Name: 14828, dtype: float64
--> L
lnb_ratio 237.740556
lnb_signal -12627.366462
lnb_noise -12865.107018
snr_median 18.983440
snr_max 23.100871
Name: 14828, dtype: float64
--> H
lnb_ratio -0.065447
lnb_signal -35917.946323
lnb_noise -35917.880876
snr_median 1.392404
snr_max 3.221080
Name: 14828, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.999057948589325
--> HL
index 14431.000000
lnb_ratio 4112.667634
lnb_signal -64502.852089
lnb_noise -68615.519723
snr_median 87.186847
snr_max 91.285709
Name: 14431, dtype: float64
--> L
lnb_ratio 4122.349312
lnb_signal -25914.110687
lnb_noise -30036.459999
snr_median 88.745346
snr_max 91.283453
Name: 14431, dtype: float64
--> H
lnb_ratio -0.048353
lnb_signal -38579.108077
lnb_noise -38579.059724
snr_median 1.888255
snr_max 4.143841
Name: 14431, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.4718425869941711
--> HL
index 15205.000000
lnb_ratio 117330.892322
lnb_signal -187457.427008
lnb_noise -304788.319330
snr_median 465.264519
snr_max 484.596387
Name: 15205, dtype: float64
--> L
lnb_ratio 140292.753124
lnb_signal -132473.477897
lnb_noise -272766.231021
snr_median 529.534670
snr_max 530.578847
Name: 15205, dtype: float64
--> H
lnb_ratio -0.006002
lnb_signal -32022.094312
lnb_noise -32022.088309
snr_median 1.466801
snr_max 3.228058
Name: 15205, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.99820077419281
--> HL
index 14705.000000
lnb_ratio 9.118364
lnb_signal -44584.633142
lnb_noise -44593.751506
snr_median 6.090210
snr_max 7.536669
Name: 14705, dtype: float64
--> L
lnb_ratio 14.419476
lnb_signal -12366.305950
lnb_noise -12380.725426
snr_median 5.740158
snr_max 7.524743
Name: 14705, dtype: float64
--> H
lnb_ratio 0.084575
lnb_signal -32212.941506
lnb_noise -32213.026081
snr_median 2.181905
snr_max 4.234337
Name: 14705, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.6872548460960388
--> HL
index 14663.000000
lnb_ratio 2640.565556
lnb_signal -46665.364972
lnb_noise -49305.930528
snr_median 67.419366
snr_max 73.390436
Name: 14663, dtype: float64
--> L
lnb_ratio 2649.195540
lnb_signal -14370.602517
lnb_noise -17019.798057
snr_median 66.155088
snr_max 73.358796
Name: 14663, dtype: float64
--> H
lnb_ratio 0.071442
lnb_signal -32286.061029
lnb_noise -32286.132471
snr_median 2.120004
snr_max 4.039859
Name: 14663, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9986503720283508
--> HL
index 15188.000000
lnb_ratio 36.520508
lnb_signal -49109.019838
lnb_noise -49145.540345
snr_median 8.885284
snr_max 11.131149
Name: 15188, dtype: float64
--> L
lnb_ratio 41.203998
lnb_signal -15814.331895
lnb_noise -15855.535893
snr_median 8.582480
snr_max 11.005186
Name: 15188, dtype: float64
--> H
lnb_ratio 0.029501
lnb_signal -33289.974951
lnb_noise -33290.004452
snr_median 1.566004
snr_max 3.244136
Name: 15188, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9988251328468324
--> HL
index 15277.000000
lnb_ratio 2372.871386
lnb_signal -49547.612496
lnb_noise -51920.483882
snr_median 65.333109
snr_max 69.801128
Name: 15277, dtype: float64
--> L
lnb_ratio 2423.385093
lnb_signal -15926.242161
lnb_noise -18349.627254
snr_median 67.479674
snr_max 70.411396
Name: 15277, dtype: float64
--> H
lnb_ratio 0.063250
lnb_signal -33570.793378
lnb_noise -33570.856628
snr_median 2.026663
snr_max 4.081223
Name: 15277, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9999998807907104
--> HL
index 16192.000000
lnb_ratio 22.206167
lnb_signal -45751.579587
lnb_noise -45773.785754
snr_median 7.884954
snr_max 10.122737
Name: 16191, dtype: float64
--> L
lnb_ratio 4.841217
lnb_signal -13137.760334
lnb_noise -13142.601552
snr_median 5.142560
snr_max 6.961986
Name: 16191, dtype: float64
--> H
lnb_ratio -0.081190
lnb_signal -40168.090439
lnb_noise -40168.009249
snr_median 1.140766
snr_max 2.842758
Name: 16191, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9383809566497804
--> HL
index 14271.000000
lnb_ratio 0.871192
lnb_signal -46982.391775
lnb_noise -46983.262967
snr_median 4.276469
snr_max 6.277598
Name: 14271, dtype: float64
--> L
lnb_ratio 3.492719
lnb_signal -13984.338768
lnb_noise -13987.831487
snr_median 3.788651
snr_max 5.672242
Name: 14271, dtype: float64
--> H
lnb_ratio -0.056277
lnb_signal -32995.487757
lnb_noise -32995.431480
snr_median 1.624721
snr_max 3.753355
Name: 14271, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999998807907104
--> HL
index 15798.000000
lnb_ratio 324.592181
lnb_signal -48170.313897
lnb_noise -48494.906078
snr_median 22.801483
snr_max 26.901645
Name: 15798, dtype: float64
--> L
lnb_ratio 330.912355
lnb_signal -12448.880345
lnb_noise -12779.792700
snr_median 22.645950
snr_max 26.828257
Name: 15798, dtype: float64
--> H
lnb_ratio -0.076241
lnb_signal -35715.189619
lnb_noise -35715.113378
snr_median 1.469450
snr_max 3.435297
Name: 15798, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.999502420425415
--> HL
index 14493.000000
lnb_ratio 8356.264955
lnb_signal -57572.302789
lnb_noise -65928.567744
snr_median 124.456839
snr_max 129.722576
Name: 14493, dtype: float64
--> L
lnb_ratio 8365.575529
lnb_signal -21993.025295
lnb_noise -30358.600824
snr_median 126.441699
snr_max 129.721195
Name: 14493, dtype: float64
--> H
lnb_ratio -0.066762
lnb_signal -35570.033682
lnb_noise -35569.966920
snr_median 1.444961
snr_max 3.367860
Name: 14493, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9996297359466552
--> HL
index 14077.000000
lnb_ratio 11.400930
lnb_signal -48105.722687
lnb_noise -48117.123617
snr_median 6.580399
snr_max 8.067102
Name: 14077, dtype: float64
--> L
lnb_ratio 16.335715
lnb_signal -13698.506844
lnb_noise -13714.842559
snr_median 6.159803
snr_max 7.949257
Name: 14077, dtype: float64
--> H
lnb_ratio -0.070680
lnb_signal -34402.351738
lnb_noise -34402.281058
snr_median 1.235241
snr_max 3.095442
Name: 14077, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9804922342300416
--> HL
index 15783.000000
lnb_ratio 3210.010026
lnb_signal -55874.950729
lnb_noise -59084.960755
snr_median 75.730149
snr_max 80.807249
Name: 15783, dtype: float64
--> L
lnb_ratio 3217.948191
lnb_signal -22844.680524
lnb_noise -26062.628715
snr_median 77.095562
snr_max 80.782445
Name: 15783, dtype: float64
--> H
lnb_ratio -0.019739
lnb_signal -33022.351778
lnb_noise -33022.332040
snr_median 1.902549
snr_max 3.958454
Name: 15783, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9555538892745972
--> HL
index 14992.000000
lnb_ratio 641.523205
lnb_signal -48775.618283
lnb_noise -49417.141488
snr_median 33.202665
snr_max 37.252796
Name: 14992, dtype: float64
--> L
lnb_ratio 672.477926
lnb_signal -16105.737137
lnb_noise -16778.215063
snr_median 34.881577
snr_max 37.907210
Name: 14992, dtype: float64
--> H
lnb_ratio -0.059671
lnb_signal -32638.986096
lnb_noise -32638.926426
snr_median 1.677485
snr_max 3.768470
Name: 14992, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.975389003753662
--> HL
index 15851.000000
lnb_ratio 7.000740
lnb_signal -51807.900858
lnb_noise -51814.901598
snr_median 5.993801
snr_max 8.012023
Name: 15851, dtype: float64
--> L
lnb_ratio 13.147337
lnb_signal -12388.987811
lnb_noise -12402.135148
snr_median 5.806041
snr_max 7.873743
Name: 15851, dtype: float64
--> H
lnb_ratio 0.011004
lnb_signal -39412.755446
lnb_noise -39412.766450
snr_median 1.809321
snr_max 3.696911
Name: 15851, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.899929940700531
--> HL
index 16187.000000
lnb_ratio 0.159928
lnb_signal -47345.221056
lnb_noise -47345.380984
snr_median 2.357679
snr_max 4.040436
Name: 16186, dtype: float64
--> L
lnb_ratio -0.023939
lnb_signal -12817.828609
lnb_noise -12817.804669
snr_median 2.070424
snr_max 4.040767
Name: 16186, dtype: float64
--> H
lnb_ratio -0.004808
lnb_signal -33140.813565
lnb_noise -33140.808757
snr_median 1.604506
snr_max 3.500371
Name: 16186, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9877241849899292
--> HL
index 13752.000000
lnb_ratio 21.377070
lnb_signal -46578.918906
lnb_noise -46600.295976
snr_median 7.587079
snr_max 9.040776
Name: 13752, dtype: float64
--> L
lnb_ratio 23.615240
lnb_signal -13002.137157
lnb_noise -13025.752398
snr_median 6.903546
snr_max 8.891698
Name: 13752, dtype: float64
--> H
lnb_ratio -0.055387
lnb_signal -33574.598965
lnb_noise -33574.543578
snr_median 1.385574
snr_max 3.298640
Name: 13752, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.5296746492385864
--> HL
index 16032.000000
lnb_ratio 73455.680128
lnb_signal -371286.447220
lnb_noise -444742.127348
snr_median 379.023892
snr_max 383.536601
Name: 16031, dtype: float64
--> L
lnb_ratio 146459.861346
lnb_signal -262948.812303
lnb_noise -409408.673649
snr_median 524.625510
snr_max 541.556751
Name: 16031, dtype: float64
--> H
lnb_ratio -0.039566
lnb_signal -33303.994083
lnb_noise -33303.954517
snr_median 1.753268
snr_max 3.714188
Name: 16031, dtype: float64
---------------
ml label: Low_Frequency_Burst
ml confidence: 0.4673889875411987
--> HL
index 13369.000000
lnb_ratio -0.104584
lnb_signal -47825.407294
lnb_noise -47825.302709
snr_median 2.250244
snr_max 4.389710
Name: 13369, dtype: float64
--> L
lnb_ratio -0.112190
lnb_signal -12325.518030
lnb_noise -12325.405839
snr_median 1.822915
snr_max 3.956946
Name: 13369, dtype: float64
--> H
lnb_ratio -0.023774
lnb_signal -35499.920645
lnb_noise -35499.896870
snr_median 1.299896
snr_max 2.994548
Name: 13369, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.5784053206443787
--> HL
index 16158.000000
lnb_ratio -0.201709
lnb_signal -45156.987225
lnb_noise -45156.785516
snr_median 1.398263
snr_max 3.214998
Name: 16157, dtype: float64
--> L
lnb_ratio -0.092844
lnb_signal -12369.725310
lnb_noise -12369.632466
snr_median 1.805376
snr_max 3.930216
Name: 16157, dtype: float64
--> H
lnb_ratio -0.044216
lnb_signal -35004.748819
lnb_noise -35004.704603
snr_median 1.685870
snr_max 3.750835
Name: 16157, dtype: float64
---------------
ml label: Blip
ml confidence: 0.8926858305931091
--> HL
index 14082.000000
lnb_ratio -0.100543
lnb_signal -48838.259914
lnb_noise -48838.159371
snr_median 1.911779
snr_max 3.743579
Name: 14082, dtype: float64
--> L
lnb_ratio -0.019511
lnb_signal -12831.227687
lnb_noise -12831.208176
snr_median 1.786911
snr_max 3.464196
Name: 14082, dtype: float64
--> H
lnb_ratio -0.064815
lnb_signal -36007.016011
lnb_noise -36006.951195
snr_median 1.176241
snr_max 2.887051
Name: 14082, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.649377703666687
--> HL
index 16196.000000
lnb_ratio 23.920496
lnb_signal -45794.679532
lnb_noise -45818.600028
snr_median 8.125653
snr_max 9.935014
Name: 16195, dtype: float64
--> L
lnb_ratio 0.309848
lnb_signal -13157.567979
lnb_noise -13157.877827
snr_median 3.898129
snr_max 6.196520
Name: 16195, dtype: float64
--> H
lnb_ratio -0.104980
lnb_signal -37014.658949
lnb_noise -37014.553969
snr_median 1.029971
snr_max 2.841947
Name: 16195, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9924666285514832
--> HL
index 16082.000000
lnb_ratio 0.072518
lnb_signal -48711.580807
lnb_noise -48711.653325
snr_median 2.374973
snr_max 4.271090
Name: 16081, dtype: float64
--> L
lnb_ratio 22.500518
lnb_signal -13771.874812
lnb_noise -13794.375330
snr_median 6.964799
snr_max 8.801191
Name: 16081, dtype: float64
--> H
lnb_ratio -0.016578
lnb_signal -38040.755461
lnb_noise -38040.738883
snr_median 1.540042
snr_max 3.463285
Name: 16081, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9550544619560242
--> HL
index 16150.000000
lnb_ratio 0.036827
lnb_signal -49061.226676
lnb_noise -49061.263503
snr_median 2.353715
snr_max 4.221467
Name: 16149, dtype: float64
--> L
lnb_ratio 0.091018
lnb_signal -12614.324981
lnb_noise -12614.415999
snr_median 3.126844
snr_max 5.615774
Name: 16149, dtype: float64
--> H
lnb_ratio -0.059012
lnb_signal -34246.799942
lnb_noise -34246.740930
snr_median 1.512148
snr_max 3.471181
Name: 16149, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9587412476539612
--> HL
index 15231.000000
lnb_ratio -0.150759
lnb_signal -46812.296099
lnb_noise -46812.145341
snr_median 2.026767
snr_max 4.141453
Name: 15231, dtype: float64
--> L
lnb_ratio -0.079145
lnb_signal -12106.691424
lnb_noise -12106.612280
snr_median 2.241282
snr_max 4.510139
Name: 15231, dtype: float64
--> H
lnb_ratio -0.086606
lnb_signal -34705.619667
lnb_noise -34705.533061
snr_median 1.333554
snr_max 3.313062
Name: 15231, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9505822658538818
--> HL
index 14820.000000
lnb_ratio 968.295714
lnb_signal -50755.268515
lnb_noise -51723.564229
snr_median 41.053865
snr_max 45.033420
Name: 14820, dtype: float64
--> L
lnb_ratio 976.357004
lnb_signal -15464.894304
lnb_noise -16441.251308
snr_median 42.138748
snr_max 45.024536
Name: 14820, dtype: float64
--> H
lnb_ratio -0.068111
lnb_signal -35282.381033
lnb_noise -35282.312921
snr_median 1.214191
snr_max 3.184278
Name: 14820, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.4723517894744873
--> HL
index 16110.000000
lnb_ratio -0.070721
lnb_signal -45558.382563
lnb_noise -45558.311842
snr_median 2.388802
snr_max 4.566969
Name: 16109, dtype: float64
--> L
lnb_ratio 0.150523
lnb_signal -12256.345980
lnb_noise -12256.496503
snr_median 2.302856
snr_max 4.217059
Name: 16109, dtype: float64
--> H
lnb_ratio -0.052906
lnb_signal -36209.029837
lnb_noise -36208.976932
snr_median 1.393103
snr_max 3.254267
Name: 16109, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.5803976655006409
--> HL
index 16187.000000
lnb_ratio 0.159928
lnb_signal -47345.221056
lnb_noise -47345.380984
snr_median 2.357679
snr_max 4.040436
Name: 16186, dtype: float64
--> L
lnb_ratio -0.023939
lnb_signal -12817.828609
lnb_noise -12817.804669
snr_median 2.070424
snr_max 4.040767
Name: 16186, dtype: float64
--> H
lnb_ratio -0.004808
lnb_signal -33140.813565
lnb_noise -33140.808757
snr_median 1.604506
snr_max 3.500371
Name: 16186, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.6301851272583008
--> HL
index 15559.000000
lnb_ratio 18.866360
lnb_signal -44645.009607
lnb_noise -44663.875966
snr_median 7.060516
snr_max 8.707521
Name: 15559, dtype: float64
--> L
lnb_ratio 20.718376
lnb_signal -12304.702952
lnb_noise -12325.421329
snr_median 6.473978
snr_max 8.651236
Name: 15559, dtype: float64
--> H
lnb_ratio -0.056095
lnb_signal -32338.510732
lnb_noise -32338.454638
snr_median 1.397239
snr_max 3.299322
Name: 15559, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.948470950126648
--> HL
index 16193.000000
lnb_ratio 7.495270
lnb_signal -56405.181368
lnb_noise -56412.676638
snr_median 5.924547
snr_max 8.129293
Name: 16192, dtype: float64
--> L
lnb_ratio 24.197639
lnb_signal -13360.259461
lnb_noise -13384.457100
snr_median 8.007672
snr_max 10.285042
Name: 16192, dtype: float64
--> H
lnb_ratio -0.090891
lnb_signal -32389.419545
lnb_noise -32389.328654
snr_median 1.303679
snr_max 3.300183
Name: 16192, dtype: float64
---------------
ml label: Low_Frequency_Burst
ml confidence: 0.7582894563674927
--> HL
index 14208.000000
lnb_ratio -0.182670
lnb_signal -47163.329116
lnb_noise -47163.146446
snr_median 1.714083
snr_max 3.628758
Name: 14208, dtype: float64
--> L
lnb_ratio -0.154424
lnb_signal -11964.110119
lnb_noise -11963.955694
snr_median 1.250577
snr_max 3.066961
Name: 14208, dtype: float64
--> H
lnb_ratio -0.098702
lnb_signal -35199.289454
lnb_noise -35199.190752
snr_median 1.005791
snr_max 2.757159
Name: 14208, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.7268351912498474
--> HL
index 16162.000000
lnb_ratio -0.017140
lnb_signal -46249.156397
lnb_noise -46249.139257
snr_median 2.150270
snr_max 3.902956
Name: 16161, dtype: float64
--> L
lnb_ratio 0.952589
lnb_signal -12890.440981
lnb_noise -12891.393570
snr_median 4.097619
snr_max 5.914911
Name: 16161, dtype: float64
--> H
lnb_ratio -0.021580
lnb_signal -39174.489247
lnb_noise -39174.467668
snr_median 1.764842
snr_max 3.815265
Name: 16161, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9961332082748412
--> HL
index 16155.000000
lnb_ratio -0.165039
lnb_signal -55724.160682
lnb_noise -55723.995643
snr_median 1.675655
snr_max 3.535322
Name: 16154, dtype: float64
--> L
lnb_ratio -0.011259
lnb_signal -13581.502484
lnb_noise -13581.491224
snr_median 2.023235
snr_max 3.894218
Name: 16154, dtype: float64
--> H
lnb_ratio -0.072325
lnb_signal -33468.008870
lnb_noise -33467.936545
snr_median 1.338516
snr_max 3.225687
Name: 16154, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.980707585811615
--> HL
index 13763.000000
lnb_ratio 31.062847
lnb_signal -47909.454166
lnb_noise -47940.517013
snr_median 8.910830
snr_max 10.617511
Name: 13763, dtype: float64
--> L
lnb_ratio 35.741513
lnb_signal -12155.496662
lnb_noise -12191.238175
snr_median 8.574831
snr_max 10.500521
Name: 13763, dtype: float64
--> H
lnb_ratio -0.039238
lnb_signal -35749.318076
lnb_noise -35749.278838
snr_median 2.504692
snr_max 4.865774
Name: 13763, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.999954104423523
--> HL
index 15237.000000
lnb_ratio 907.676560
lnb_signal -47666.278409
lnb_noise -48573.954969
snr_median 38.180158
snr_max 43.628062
Name: 15237, dtype: float64
--> L
lnb_ratio 916.733068
lnb_signal -12658.117279
lnb_noise -13574.850347
snr_median 38.191671
snr_max 43.620967
Name: 15237, dtype: float64
--> H
lnb_ratio -0.044373
lnb_signal -34999.148995
lnb_noise -34999.104622
snr_median 1.512745
snr_max 3.383031
Name: 15237, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9999921321868896
--> HL
index 15552.000000
lnb_ratio 19.633879
lnb_signal -47731.649061
lnb_noise -47751.282939
snr_median 7.544032
snr_max 9.569220
Name: 15552, dtype: float64
--> L
lnb_ratio 25.693297
lnb_signal -12379.858923
lnb_noise -12405.552220
snr_median 6.988784
snr_max 9.416432
Name: 15552, dtype: float64
--> H
lnb_ratio -0.092266
lnb_signal -35345.822985
lnb_noise -35345.730719
snr_median 1.120917
snr_max 2.880283
Name: 15552, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9943384528160096
--> HL
index 13588.000000
lnb_ratio 61.923154
lnb_signal -50867.377948
lnb_noise -50929.301101
snr_median 11.140349
snr_max 13.291294
Name: 13588, dtype: float64
--> L
lnb_ratio 67.455036
lnb_signal -15559.725908
lnb_noise -15627.180944
snr_median 11.213711
snr_max 13.239414
Name: 13588, dtype: float64
--> H
lnb_ratio -0.063684
lnb_signal -35302.183842
lnb_noise -35302.120157
snr_median 1.440330
snr_max 3.392108
Name: 13588, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.7441487312316895
--> HL
index 14426.000000
lnb_ratio 333.407330
lnb_signal -47836.674202
lnb_noise -48170.081532
snr_median 23.960274
snr_max 27.171008
Name: 14426, dtype: float64
--> L
lnb_ratio 340.613839
lnb_signal -12945.122322
lnb_noise -13285.736161
snr_median 24.905051
snr_max 27.135541
Name: 14426, dtype: float64
--> H
lnb_ratio -0.097885
lnb_signal -34884.443256
lnb_noise -34884.345371
snr_median 0.975944
snr_max 2.671527
Name: 14426, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.3151781558990478
--> HL
index 15419.000000
lnb_ratio 100.816502
lnb_signal -59210.997079
lnb_noise -59311.813580
snr_median 14.151626
snr_max 16.306522
Name: 15419, dtype: float64
--> L
lnb_ratio 103.261015
lnb_signal -13498.819136
lnb_noise -13602.080151
snr_median 14.421049
snr_max 16.034019
Name: 15419, dtype: float64
--> H
lnb_ratio -0.061116
lnb_signal -45709.794545
lnb_noise -45709.733430
snr_median 1.317487
snr_max 3.057152
Name: 15419, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9969549179077148
--> HL
index 15222.000000
lnb_ratio 18.648609
lnb_signal -45802.051053
lnb_noise -45820.699662
snr_median 7.527783
snr_max 9.267131
Name: 15222, dtype: float64
--> L
lnb_ratio 20.803677
lnb_signal -12125.197233
lnb_noise -12146.000909
snr_median 7.446267
snr_max 9.029142
Name: 15222, dtype: float64
--> H
lnb_ratio -0.020533
lnb_signal -33674.719286
lnb_noise -33674.698753
snr_median 1.508953
snr_max 3.360058
Name: 15222, dtype: float64
---------------
ml label: Low_Frequency_Burst
ml confidence: 0.4101608097553253
--> HL
index 18795.000000
lnb_ratio -0.205165
lnb_signal -47768.213175
lnb_noise -47768.008010
snr_median 1.535982
snr_max 3.510592
Name: 18794, dtype: float64
--> L
lnb_ratio -0.136661
lnb_signal -12662.960633
lnb_noise -12662.823972
snr_median 1.212126
snr_max 2.898029
Name: 18794, dtype: float64
--> H
lnb_ratio -0.015265
lnb_signal -32618.536037
lnb_noise -32618.520772
snr_median 1.650882
snr_max 3.484988
Name: 18794, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9986760020256042
--> HL
index 21033.000000
lnb_ratio -0.153615
lnb_signal -49670.550742
lnb_noise -49670.397127
snr_median 1.891484
snr_max 3.837950
Name: 21032, dtype: float64
--> L
lnb_ratio 28.520577
lnb_signal -12433.869056
lnb_noise -12462.389633
snr_median 8.311792
snr_max 9.965111
Name: 21032, dtype: float64
--> H
lnb_ratio 0.058069
lnb_signal -33893.691630
lnb_noise -33893.749699
snr_median 1.967052
snr_max 3.922193
Name: 21032, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9998881816864014
--> HL
index 17034.000000
lnb_ratio 7.415572
lnb_signal -48747.969523
lnb_noise -48755.385095
snr_median 5.860330
snr_max 7.951171
Name: 17033, dtype: float64
--> L
lnb_ratio 0.562969
lnb_signal -13759.621128
lnb_noise -13760.184097
snr_median 3.650679
snr_max 5.563526
Name: 17033, dtype: float64
--> H
lnb_ratio 0.007427
lnb_signal -32966.460553
lnb_noise -32966.467980
snr_median 1.543536
snr_max 3.291923
Name: 17033, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.99860018491745
--> HL
index 17036.000000
lnb_ratio 1.879050
lnb_signal -49480.609707
lnb_noise -49482.488757
snr_median 4.644822
snr_max 6.720228
Name: 17035, dtype: float64
--> L
lnb_ratio 16.157807
lnb_signal -12737.819905
lnb_noise -12753.977712
snr_median 7.175301
snr_max 9.379735
Name: 17035, dtype: float64
--> H
lnb_ratio 0.012009
lnb_signal -33008.875443
lnb_noise -33008.887452
snr_median 1.688587
snr_max 3.460693
Name: 17035, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9997634291648864
--> HL
index 20756.000000
lnb_ratio -0.083927
lnb_signal -48074.844453
lnb_noise -48074.760526
snr_median 1.857101
snr_max 3.686071
Name: 20755, dtype: float64
--> L
lnb_ratio 16.367566
lnb_signal -13941.182069
lnb_noise -13957.549635
snr_median 6.496833
snr_max 8.024051
Name: 20755, dtype: float64
--> H
lnb_ratio -0.104086
lnb_signal -31396.944272
lnb_noise -31396.840186
snr_median 1.178650
snr_max 3.186291
Name: 20755, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9843028783798218
--> HL
index 17953.000000
lnb_ratio 0.019813
lnb_signal -46711.286525
lnb_noise -46711.306338
snr_median 2.247836
snr_max 4.026800
Name: 17952, dtype: float64
--> L
lnb_ratio 254.188183
lnb_signal -12774.498635
lnb_noise -13028.686818
snr_median 21.416327
snr_max 23.732158
Name: 17952, dtype: float64
--> H
lnb_ratio 0.031096
lnb_signal -33758.741593
lnb_noise -33758.772689
snr_median 2.318073
snr_max 4.636077
Name: 17952, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.8259448409080505
--> HL
index 19107.000000
lnb_ratio 0.060396
lnb_signal -111723.473954
lnb_noise -111723.534350
snr_median 2.550159
snr_max 4.504775
Name: 19106, dtype: float64
--> L
lnb_ratio 6289.207343
lnb_signal -71649.911572
lnb_noise -77939.118916
snr_median 109.393691
snr_max 112.569237
Name: 19106, dtype: float64
--> H
lnb_ratio -0.012225
lnb_signal -32332.440888
lnb_noise -32332.428663
snr_median 1.542677
snr_max 3.430516
Name: 19106, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.9977362155914308
--> HL
index 20854.000000
lnb_ratio -0.032927
lnb_signal -77675.923785
lnb_noise -77675.890857
snr_median 2.731512
snr_max 4.777652
Name: 20853, dtype: float64
--> L
lnb_ratio 8714.296565
lnb_signal -40705.928199
lnb_noise -49420.224764
snr_median 129.308669
snr_max 132.397779
Name: 20853, dtype: float64
--> H
lnb_ratio -0.009050
lnb_signal -36308.859031
lnb_noise -36308.849981
snr_median 1.701132
snr_max 3.722045
Name: 20853, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9984422326087952
--> HL
index 19434.000000
lnb_ratio -0.138523
lnb_signal -49302.703042
lnb_noise -49302.564519
snr_median 1.799452
snr_max 3.717359
Name: 19433, dtype: float64
--> L
lnb_ratio 15.278962
lnb_signal -14487.595953
lnb_noise -14502.874915
snr_median 5.949711
snr_max 7.799554
Name: 19433, dtype: float64
--> H
lnb_ratio 152.549767
lnb_signal -32814.172109
lnb_noise -32966.721876
snr_median 15.300007
snr_max 19.157537
Name: 19433, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.6626418828964233
--> HL
index 17044.000000
lnb_ratio 0.004835
lnb_signal -46822.176884
lnb_noise -46822.181719
snr_median 2.394580
snr_max 4.287174
Name: 17043, dtype: float64
--> L
lnb_ratio 19.563554
lnb_signal -12436.929914
lnb_noise -12456.493468
snr_median 6.837842
snr_max 8.646298
Name: 17043, dtype: float64
--> H
lnb_ratio -0.037578
lnb_signal -34708.865545
lnb_noise -34708.827967
snr_median 1.599304
snr_max 3.503760
Name: 17043, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9981901049613952
--> HL
index 18820.000000
lnb_ratio 0.441254
lnb_signal -48698.757825
lnb_noise -48699.199079
snr_median 3.963323
snr_max 6.028490
Name: 18819, dtype: float64
--> L
lnb_ratio 0.322098
lnb_signal -13238.435512
lnb_noise -13238.757610
snr_median 2.693317
snr_max 4.530991
Name: 18819, dtype: float64
--> H
lnb_ratio -0.107224
lnb_signal -33783.805612
lnb_noise -33783.698388
snr_median 1.021019
snr_max 2.858044
Name: 18819, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9999823570251464
--> HL
index 17491.000000
lnb_ratio 3.168936
lnb_signal -45088.417175
lnb_noise -45091.586112
snr_median 5.130992
snr_max 7.370228
Name: 17490, dtype: float64
--> L
lnb_ratio 1.176162
lnb_signal -13013.284267
lnb_noise -13014.460429
snr_median 4.262434
snr_max 6.240706
Name: 17490, dtype: float64
--> H
lnb_ratio 0.619686
lnb_signal -33331.430572
lnb_noise -33332.050258
snr_median 2.486114
snr_max 4.716273
Name: 17490, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.407696008682251
--> HL
index 16513.000000
lnb_ratio -0.191655
lnb_signal -47817.030386
lnb_noise -47816.838731
snr_median 1.420240
snr_max 3.193797
Name: 16512, dtype: float64
--> L
lnb_ratio -0.102655
lnb_signal -12614.335986
lnb_noise -12614.233331
snr_median 1.699908
snr_max 3.693292
Name: 16512, dtype: float64
--> H
lnb_ratio 0.122597
lnb_signal -32463.082549
lnb_noise -32463.205145
snr_median 2.576992
snr_max 4.499725
Name: 16512, dtype: float64
---------------
ml label: Blip
ml confidence: 0.7715268135070801
--> HL
index 17953.000000
lnb_ratio 0.019813
lnb_signal -46711.286525
lnb_noise -46711.306338
snr_median 2.247836
snr_max 4.026800
Name: 17952, dtype: float64
--> L
lnb_ratio 254.188183
lnb_signal -12774.498635
lnb_noise -13028.686818
snr_median 21.416327
snr_max 23.732158
Name: 17952, dtype: float64
--> H
lnb_ratio 0.031096
lnb_signal -33758.741593
lnb_noise -33758.772689
snr_median 2.318073
snr_max 4.636077
Name: 17952, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9982200264930724
--> HL
index 17492.000000
lnb_ratio 0.240887
lnb_signal -46655.417681
lnb_noise -46655.658568
snr_median 3.435557
snr_max 5.670560
Name: 17491, dtype: float64
--> L
lnb_ratio 4.792564
lnb_signal -12706.482835
lnb_noise -12711.275399
snr_median 5.569391
snr_max 7.754401
Name: 17491, dtype: float64
--> H
lnb_ratio 0.035042
lnb_signal -32380.275671
lnb_noise -32380.310712
snr_median 2.512741
snr_max 4.708575
Name: 17491, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.7932981848716736
--> HL
index 18700.000000
lnb_ratio 0.009352
lnb_signal -45609.507336
lnb_noise -45609.516688
snr_median 2.088774
snr_max 3.904930
Name: 18699, dtype: float64
--> L
lnb_ratio 0.342786
lnb_signal -12315.789518
lnb_noise -12316.132304
snr_median 3.366344
snr_max 5.505728
Name: 18699, dtype: float64
--> H
lnb_ratio -0.089459
lnb_signal -30848.749415
lnb_noise -30848.659956
snr_median 1.356164
snr_max 3.421886
Name: 18699, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999866485595704
--> HL
index 19131.000000
lnb_ratio -0.192963
lnb_signal -45748.868821
lnb_noise -45748.675858
snr_median 1.463829
snr_max 3.380720
Name: 19130, dtype: float64
--> L
lnb_ratio 622.794420
lnb_signal -12959.712580
lnb_noise -13582.507000
snr_median 30.359648
snr_max 36.199822
Name: 19130, dtype: float64
--> H
lnb_ratio -0.009475
lnb_signal -33122.229178
lnb_noise -33122.219704
snr_median 1.854569
snr_max 3.906515
Name: 19130, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9426048398017884
--> HL
index 20774.000000
lnb_ratio 0.328670
lnb_signal -45625.878477
lnb_noise -45626.207146
snr_median 2.768247
snr_max 4.697087
Name: 20773, dtype: float64
--> L
lnb_ratio 35.126723
lnb_signal -12409.848492
lnb_noise -12444.975215
snr_median 8.070990
snr_max 10.350924
Name: 20773, dtype: float64
--> H
lnb_ratio -0.115957
lnb_signal -32901.240679
lnb_noise -32901.124722
snr_median 0.927247
snr_max 2.758443
Name: 20773, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9692513942718506
--> HL
index 19438.000000
lnb_ratio 0.960317
lnb_signal -50939.102708
lnb_noise -50940.063025
snr_median 4.309477
snr_max 6.513628
Name: 19437, dtype: float64
--> L
lnb_ratio 3.764533
lnb_signal -16496.569266
lnb_noise -16500.333799
snr_median 5.221002
snr_max 7.304640
Name: 19437, dtype: float64
--> H
lnb_ratio -0.023114
lnb_signal -31891.353613
lnb_noise -31891.330499
snr_median 1.543852
snr_max 3.349295
Name: 19437, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 1.0
--> HL
index 17492.000000
lnb_ratio 0.240887
lnb_signal -46655.417681
lnb_noise -46655.658568
snr_median 3.435557
snr_max 5.670560
Name: 17491, dtype: float64
--> L
lnb_ratio 4.792564
lnb_signal -12706.482835
lnb_noise -12711.275399
snr_median 5.569391
snr_max 7.754401
Name: 17491, dtype: float64
--> H
lnb_ratio 0.035042
lnb_signal -32380.275671
lnb_noise -32380.310712
snr_median 2.512741
snr_max 4.708575
Name: 17491, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9865315556526184
--> HL
index 19409.000000
lnb_ratio -0.080232
lnb_signal -46690.237179
lnb_noise -46690.156947
snr_median 1.993960
snr_max 3.871678
Name: 19408, dtype: float64
--> L
lnb_ratio 0.223085
lnb_signal -12494.806812
lnb_noise -12495.029897
snr_median 3.224891
snr_max 5.282467
Name: 19408, dtype: float64
--> H
lnb_ratio -0.013291
lnb_signal -32284.393126
lnb_noise -32284.379835
snr_median 2.082579
snr_max 4.154688
Name: 19408, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9999593496322632
--> HL
index 18598.000000
lnb_ratio -0.104906
lnb_signal -44329.814394
lnb_noise -44329.709488
snr_median 1.808137
snr_max 3.532549
Name: 18597, dtype: float64
--> L
lnb_ratio 21.300268
lnb_signal -12083.539813
lnb_noise -12104.840080
snr_median 6.846561
snr_max 8.625726
Name: 18597, dtype: float64
--> H
lnb_ratio -0.014675
lnb_signal -35396.749715
lnb_noise -35396.735040
snr_median 2.128983
snr_max 4.311145
Name: 18597, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.4015927314758301
--> HL
index 19440.000000
lnb_ratio -0.087047
lnb_signal -47379.296524
lnb_noise -47379.209477
snr_median 2.157381
snr_max 4.167991
Name: 19439, dtype: float64
--> L
lnb_ratio 0.079602
lnb_signal -12177.410724
lnb_noise -12177.490326
snr_median 1.807726
snr_max 3.284596
Name: 19439, dtype: float64
--> H
lnb_ratio -0.053893
lnb_signal -30913.860067
lnb_noise -30913.806175
snr_median 1.944278
snr_max 4.106637
Name: 19439, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.999837040901184
--> HL
index 18821.000000
lnb_ratio 2.086394
lnb_signal -46016.315889
lnb_noise -46018.402283
snr_median 4.269294
snr_max 5.963092
Name: 18820, dtype: float64
--> L
lnb_ratio 1.938301
lnb_signal -14127.031062
lnb_noise -14128.969363
snr_median 4.638994
snr_max 6.687100
Name: 18820, dtype: float64
--> H
lnb_ratio -0.071598
lnb_signal -34570.301314
lnb_noise -34570.229716
snr_median 1.206596
snr_max 3.024227
Name: 18820, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.8888205289840698
--> HL
index 1409.000000
lnb_ratio 12.982044
lnb_signal -48336.920946
lnb_noise -48349.902990
snr_median 7.042243
snr_max 8.730557
Name: 1409, dtype: float64
--> L
lnb_ratio 18.117624
lnb_signal -12622.855991
lnb_noise -12640.973614
snr_median 7.031854
snr_max 8.995983
Name: 1409, dtype: float64
--> H
lnb_ratio 0.000928
lnb_signal -35708.928448
lnb_noise -35708.929376
snr_median 1.895305
snr_max 3.923149
Name: 1409, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9998865127563475
--> HL
index 585.000000
lnb_ratio 502.214975
lnb_signal -49043.359887
lnb_noise -49545.574863
snr_median 29.428877
snr_max 33.194874
Name: 585, dtype: float64
--> L
lnb_ratio 519.789235
lnb_signal -12757.316722
lnb_noise -13277.105957
snr_median 29.973963
snr_max 33.495975
Name: 585, dtype: float64
--> H
lnb_ratio -0.079779
lnb_signal -36268.548684
lnb_noise -36268.468906
snr_median 1.089648
snr_max 2.881134
Name: 585, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9975066781044006
--> HL
index 1199.000000
lnb_ratio 1609.127308
lnb_signal -56625.624634
lnb_noise -58234.751941
snr_median 54.015395
snr_max 57.548679
Name: 1199, dtype: float64
--> L
lnb_ratio 1617.459351
lnb_signal -15644.910524
lnb_noise -17262.369875
snr_median 55.041966
snr_max 57.515721
Name: 1199, dtype: float64
--> H
lnb_ratio -0.111701
lnb_signal -40972.493768
lnb_noise -40972.382067
snr_median 1.088424
snr_max 3.094309
Name: 1199, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.6588532328605652
--> HL
index 305.000000
lnb_ratio 7325.142530
lnb_signal -77768.994777
lnb_noise -85094.137307
snr_median 118.540789
snr_max 121.697375
Name: 305, dtype: float64
--> L
lnb_ratio 7427.068558
lnb_signal -34840.646450
lnb_noise -42267.715007
snr_median 119.014312
snr_max 122.414210
Name: 305, dtype: float64
--> H
lnb_ratio -0.022704
lnb_signal -42826.445004
lnb_noise -42826.422300
snr_median 1.284557
snr_max 2.964784
Name: 305, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9995909333229064
--> HL
index 1925.000000
lnb_ratio 23.522326
lnb_signal -56657.424638
lnb_noise -56680.946964
snr_median 7.533657
snr_max 9.536440
Name: 1925, dtype: float64
--> L
lnb_ratio 28.126673
lnb_signal -13144.762327
lnb_noise -13172.889001
snr_median 7.368966
snr_max 9.388696
Name: 1925, dtype: float64
--> H
lnb_ratio 0.032023
lnb_signal -43508.025940
lnb_noise -43508.057963
snr_median 1.846844
snr_max 3.704192
Name: 1925, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.8493306040763855
--> HL
index 1465.000000
lnb_ratio 1839.442992
lnb_signal -78667.932006
lnb_noise -80507.374997
snr_median 57.198544
snr_max 61.509837
Name: 1465, dtype: float64
--> L
lnb_ratio 1846.899195
lnb_signal -36227.525909
lnb_noise -38074.425104
snr_median 58.338739
snr_max 61.494767
Name: 1465, dtype: float64
--> H
lnb_ratio -0.036069
lnb_signal -42432.985962
lnb_noise -42432.949893
snr_median 1.345375
snr_max 3.093829
Name: 1465, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.8170027136802673
--> HL
index 786.000000
lnb_ratio 2758.302995
lnb_signal -57965.423491
lnb_noise -60723.726487
snr_median 69.973520
snr_max 74.987220
Name: 786, dtype: float64
--> L
lnb_ratio 2769.156972
lnb_signal -14932.101123
lnb_noise -17701.258095
snr_median 70.194845
snr_max 74.982809
Name: 786, dtype: float64
--> H
lnb_ratio -0.078668
lnb_signal -43022.547059
lnb_noise -43022.468391
snr_median 1.421785
snr_max 3.494486
Name: 786, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9801692366600036
--> HL
index 403.000000
lnb_ratio 8.578179
lnb_signal -51816.291444
lnb_noise -51824.869623
snr_median 6.020850
snr_max 7.641041
Name: 403, dtype: float64
--> L
lnb_ratio 12.556365
lnb_signal -12327.043269
lnb_noise -12339.599634
snr_median 5.973944
snr_max 7.647695
Name: 403, dtype: float64
--> H
lnb_ratio -0.086694
lnb_signal -39485.356683
lnb_noise -39485.269989
snr_median 1.489106
snr_max 3.527269
Name: 403, dtype: float64
---------------
ml label: Helix
ml confidence: 0.3579744100570678
--> HL
index 2283.000000
lnb_ratio 2553.848828
lnb_signal -54019.924742
lnb_noise -56573.773569
snr_median 66.876616
snr_max 72.342205
Name: 2283, dtype: float64
--> L
lnb_ratio 2612.490714
lnb_signal -15724.762830
lnb_noise -18337.253545
snr_median 69.317742
snr_max 73.062717
Name: 2283, dtype: float64
--> H
lnb_ratio -0.069075
lnb_signal -38236.589100
lnb_noise -38236.520025
snr_median 1.229083
snr_max 3.028193
Name: 2283, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9979799389839172
--> HL
index 1438.000000
lnb_ratio 6380.622811
lnb_signal -84469.950154
lnb_noise -90850.572965
snr_median 107.184354
snr_max 113.499417
Name: 1438, dtype: float64
--> L
lnb_ratio 6388.124034
lnb_signal -41776.633546
lnb_noise -48164.757580
snr_median 109.260733
snr_max 113.481761
Name: 1438, dtype: float64
--> H
lnb_ratio -0.080336
lnb_signal -42685.895721
lnb_noise -42685.815385
snr_median 1.551329
snr_max 3.734427
Name: 1438, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9756259918212892
--> HL
index 826.000000
lnb_ratio 3795.141547
lnb_signal -59622.111010
lnb_noise -63417.252556
snr_median 83.013444
snr_max 87.700600
Name: 826, dtype: float64
--> L
lnb_ratio 3808.391351
lnb_signal -17432.462757
lnb_noise -21240.854108
snr_median 84.247149
snr_max 87.741712
Name: 826, dtype: float64
--> H
lnb_ratio -0.016578
lnb_signal -42176.415026
lnb_noise -42176.398448
snr_median 1.470992
snr_max 3.238403
Name: 826, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999558925628662
--> HL
index 1252.000000
lnb_ratio 949.904499
lnb_signal -61556.680110
lnb_noise -62506.584609
snr_median 39.297846
snr_max 44.565688
Name: 1252, dtype: float64
--> L
lnb_ratio 959.198563
lnb_signal -13801.559709
lnb_noise -14760.758272
snr_median 38.789896
snr_max 44.553015
Name: 1252, dtype: float64
--> H
lnb_ratio -0.029030
lnb_signal -47745.855368
lnb_noise -47745.826338
snr_median 1.651341
snr_max 3.575352
Name: 1252, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999994039535522
--> HL
index 2323.000000
lnb_ratio 410.435458
lnb_signal -51787.165477
lnb_noise -52197.600935
snr_median 26.610439
snr_max 29.971590
Name: 2323, dtype: float64
--> L
lnb_ratio 415.198877
lnb_signal -13061.510331
lnb_noise -13476.709207
snr_median 25.734469
snr_max 29.856241
Name: 2323, dtype: float64
--> H
lnb_ratio -0.020852
lnb_signal -38720.912580
lnb_noise -38720.891728
snr_median 1.584471
snr_max 3.451644
Name: 2323, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9756746888160706
--> HL
index 716.000000
lnb_ratio 53.855213
lnb_signal -52782.006144
lnb_noise -52835.861357
snr_median 10.794320
snr_max 12.648800
Name: 716, dtype: float64
--> L
lnb_ratio 59.198931
lnb_signal -13280.311816
lnb_noise -13339.510747
snr_median 10.510852
snr_max 12.555542
Name: 716, dtype: float64
--> H
lnb_ratio -0.051602
lnb_signal -39496.402212
lnb_noise -39496.350610
snr_median 1.430492
snr_max 3.327963
Name: 716, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.4669793546199798
--> HL
index 656.000000
lnb_ratio 308.081905
lnb_signal -52556.507259
lnb_noise -52864.589163
snr_median 23.105119
snr_max 26.261591
Name: 656, dtype: float64
--> L
lnb_ratio 315.296583
lnb_signal -13546.232691
lnb_noise -13861.529274
snr_median 23.756605
snr_max 26.211215
Name: 656, dtype: float64
--> H
lnb_ratio 0.031565
lnb_signal -39003.028325
lnb_noise -39003.059889
snr_median 1.674190
snr_max 3.430367
Name: 656, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9997822642326356
--> HL
index 4542.000000
lnb_ratio 3987.202516
lnb_signal -88626.393326
lnb_noise -92613.595842
snr_median 85.423537
snr_max 89.920733
Name: 4542, dtype: float64
--> L
lnb_ratio 3997.837878
lnb_signal -47488.926615
lnb_noise -51486.764493
snr_median 86.706280
snr_max 89.905104
Name: 4542, dtype: float64
--> H
lnb_ratio -0.066773
lnb_signal -41126.898123
lnb_noise -41126.831349
snr_median 1.421275
snr_max 3.335279
Name: 4542, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.8757463693618774
--> HL
index 5330.000000
lnb_ratio 1858.912298
lnb_signal -60214.632739
lnb_noise -62073.545037
snr_median 57.956645
snr_max 61.756785
Name: 5330, dtype: float64
--> L
lnb_ratio 1868.749631
lnb_signal -22911.121150
lnb_noise -24779.870780
snr_median 59.470727
snr_max 61.755876
Name: 5330, dtype: float64
--> H
lnb_ratio -0.028614
lnb_signal -37293.702870
lnb_noise -37293.674257
snr_median 1.431510
snr_max 3.123884
Name: 5330, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.7941254377365112
--> HL
index 2706.000000
lnb_ratio 7597.939980
lnb_signal -91043.900658
lnb_noise -98641.840638
snr_median 119.414152
snr_max 123.752181
Name: 2706, dtype: float64
--> L
lnb_ratio 7618.770101
lnb_signal -54695.281890
lnb_noise -62314.051991
snr_median 121.917992
snr_max 123.842720
Name: 2706, dtype: float64
--> H
lnb_ratio -0.044751
lnb_signal -36327.833398
lnb_noise -36327.788647
snr_median 1.534541
snr_max 3.481074
Name: 2706, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9847977757453918
--> HL
index 3428.000000
lnb_ratio 6.359924
lnb_signal -50048.265845
lnb_noise -50054.625770
snr_median 5.781790
snr_max 7.502604
Name: 3428, dtype: float64
--> L
lnb_ratio 11.184831
lnb_signal -12416.991568
lnb_noise -12428.176398
snr_median 5.982475
snr_max 7.651943
Name: 3428, dtype: float64
--> H
lnb_ratio -0.030013
lnb_signal -37626.479384
lnb_noise -37626.449371
snr_median 1.601273
snr_max 3.542535
Name: 3428, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9737736582756042
--> HL
index 5205.000000
lnb_ratio 6.945525
lnb_signal -48855.784530
lnb_noise -48862.730055
snr_median 5.552779
snr_max 7.557512
Name: 5205, dtype: float64
--> L
lnb_ratio 9.497454
lnb_signal -12080.917384
lnb_noise -12090.414838
snr_median 5.377404
snr_max 7.296584
Name: 5205, dtype: float64
--> H
lnb_ratio -0.052854
lnb_signal -36772.368070
lnb_noise -36772.315217
snr_median 1.387093
snr_max 3.271213
Name: 5205, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.999987006187439
--> HL
index 3.241000e+03
lnb_ratio 1.758067e+06
lnb_signal -3.496256e+06
lnb_noise -5.254323e+06
snr_median 1.647721e+03
snr_max 1.875168e+03
Name: 3241, dtype: float64
--> L
lnb_ratio 2.037974e+06
lnb_signal -3.173810e+06
lnb_noise -5.211784e+06
snr_median 2.009708e+03
snr_max 2.018949e+03
Name: 3241, dtype: float64
--> H
lnb_ratio -0.020798
lnb_signal -42538.825338
lnb_noise -42538.804540
snr_median 1.656531
snr_max 3.623219
Name: 3241, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9980497360229492
--> HL
index 3642.000000
lnb_ratio 47.334739
lnb_signal -51959.305616
lnb_noise -52006.640355
snr_median 10.073486
snr_max 12.020098
Name: 3642, dtype: float64
--> L
lnb_ratio 52.778643
lnb_signal -13886.882262
lnb_noise -13939.660904
snr_median 9.980714
snr_max 11.953362
Name: 3642, dtype: float64
--> H
lnb_ratio -0.099959
lnb_signal -38067.079410
lnb_noise -38066.979451
snr_median 1.004510
snr_max 2.745229
Name: 3642, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9505636096000672
--> HL
index 5193.000000
lnb_ratio 7.066470
lnb_signal -51386.252258
lnb_noise -51393.318728
snr_median 5.910046
snr_max 7.557638
Name: 5193, dtype: float64
--> L
lnb_ratio 11.002328
lnb_signal -12368.573411
lnb_noise -12379.575739
snr_median 6.277594
snr_max 7.672844
Name: 5193, dtype: float64
--> H
lnb_ratio -0.018044
lnb_signal -39013.761034
lnb_noise -39013.742990
snr_median 1.771414
snr_max 3.912106
Name: 5193, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999873638153076
--> HL
index 4616.000000
lnb_ratio 67.058308
lnb_signal -52148.304215
lnb_noise -52215.362523
snr_median 11.584547
snr_max 13.975685
Name: 4616, dtype: float64
--> L
lnb_ratio 74.330048
lnb_signal -13023.173275
lnb_noise -13097.503324
snr_median 10.978280
snr_max 13.950535
Name: 4616, dtype: float64
--> H
lnb_ratio -0.070659
lnb_signal -39117.929858
lnb_noise -39117.859199
snr_median 1.161077
snr_max 2.931551
Name: 4616, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.3183715343475342
--> HL
index 4654.000000
lnb_ratio 11.508742
lnb_signal -54922.005997
lnb_noise -54933.514740
snr_median 6.401832
snr_max 8.004900
Name: 4654, dtype: float64
--> L
lnb_ratio 16.192510
lnb_signal -13819.761444
lnb_noise -13835.953955
snr_median 6.402892
snr_max 7.947872
Name: 4654, dtype: float64
--> H
lnb_ratio -0.081192
lnb_signal -41097.641978
lnb_noise -41097.560785
snr_median 1.287749
snr_max 3.311435
Name: 4654, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.7492919564247131
--> HL
index 4281.000000
lnb_ratio 345.944887
lnb_signal -49654.468741
lnb_noise -50000.413628
snr_median 24.238452
snr_max 27.698801
Name: 4281, dtype: float64
--> L
lnb_ratio 355.309653
lnb_signal -12696.685746
lnb_noise -13051.995399
snr_median 24.566567
snr_max 27.696981
Name: 4281, dtype: float64
--> H
lnb_ratio -0.002549
lnb_signal -36948.420778
lnb_noise -36948.418229
snr_median 1.633638
snr_max 3.399175
Name: 4281, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.9998363256454468
--> HL
index 5155.000000
lnb_ratio 136576.567929
lnb_signal -379523.720489
lnb_noise -516100.288418
snr_median 518.135652
snr_max 522.893690
Name: 5155, dtype: float64
--> L
lnb_ratio 138289.186508
lnb_signal -338844.006148
lnb_noise -477133.192657
snr_median 517.486065
snr_max 526.021921
Name: 5155, dtype: float64
--> H
lnb_ratio -0.044206
lnb_signal -38967.139967
lnb_noise -38967.095761
snr_median 1.812314
snr_max 4.042443
Name: 5155, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9956064820289612
--> HL
index 4936.000000
lnb_ratio 449.189398
lnb_signal -57953.770043
lnb_noise -58402.959440
snr_median 28.447731
snr_max 31.374800
Name: 4936, dtype: float64
--> L
lnb_ratio 456.779144
lnb_signal -16135.034546
lnb_noise -16591.813690
snr_median 29.451582
snr_max 31.284032
Name: 4936, dtype: float64
--> H
lnb_ratio -0.029389
lnb_signal -41811.175139
lnb_noise -41811.145750
snr_median 1.408055
snr_max 3.179785
Name: 4936, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9878457188606262
--> HL
index 3208.000000
lnb_ratio 12285.734103
lnb_signal -177245.534426
lnb_noise -189531.268529
snr_median 150.706315
snr_max 157.170666
Name: 3208, dtype: float64
--> L
lnb_ratio 12295.948592
lnb_signal -141582.265711
lnb_noise -153878.214303
snr_median 152.482432
snr_max 157.170504
Name: 3208, dtype: float64
--> H
lnb_ratio -0.107021
lnb_signal -35653.161247
lnb_noise -35653.054226
snr_median 0.989042
snr_max 2.796150
Name: 3208, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9902456998825072
--> HL
index 3908.000000
lnb_ratio 1134.589584
lnb_signal -56466.660102
lnb_noise -57601.249686
snr_median 45.148660
snr_max 48.631676
Name: 3908, dtype: float64
--> L
lnb_ratio 1136.340150
lnb_signal -19789.686239
lnb_noise -20926.026390
snr_median 46.196990
snr_max 48.525042
Name: 3908, dtype: float64
--> H
lnb_ratio -0.054699
lnb_signal -36675.277995
lnb_noise -36675.223297
snr_median 1.461484
snr_max 3.422708
Name: 3908, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999901056289672
--> HL
index 4401.000000
lnb_ratio 155.229312
lnb_signal -57338.486356
lnb_noise -57493.715668
snr_median 16.542453
snr_max 19.578220
Name: 4401, dtype: float64
--> L
lnb_ratio 163.061778
lnb_signal -13746.409696
lnb_noise -13909.471475
snr_median 15.833540
snr_max 19.505689
Name: 4401, dtype: float64
--> H
lnb_ratio -0.083656
lnb_signal -43584.327850
lnb_noise -43584.244194
snr_median 1.623627
snr_max 3.855701
Name: 4401, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9999866485595704
--> HL
index 5440.000000
lnb_ratio 7.913385
lnb_signal -57138.773602
lnb_noise -57146.686987
snr_median 5.384160
snr_max 7.045837
Name: 5440, dtype: float64
--> L
lnb_ratio 9.255189
lnb_signal -12313.814302
lnb_noise -12323.069490
snr_median 5.223050
snr_max 6.849569
Name: 5440, dtype: float64
--> H
lnb_ratio -0.114800
lnb_signal -44823.732297
lnb_noise -44823.617496
snr_median 1.324012
snr_max 3.535633
Name: 5440, dtype: float64
---------------
ml label: Scattered_Light
ml confidence: 0.875995397567749
--> HL
index 5213.000000
lnb_ratio 68.830791
lnb_signal -51410.181104
lnb_noise -51479.011894
snr_median 12.066183
snr_max 14.253614
Name: 5213, dtype: float64
--> L
lnb_ratio 76.366597
lnb_signal -13556.581775
lnb_noise -13632.948372
snr_median 11.316284
snr_max 14.188613
Name: 5213, dtype: float64
--> H
lnb_ratio -0.091177
lnb_signal -37846.154699
lnb_noise -37846.063522
snr_median 1.202585
snr_max 3.148401
Name: 5213, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.8807060718536377
--> HL
index 5348.000000
lnb_ratio 17308.386507
lnb_signal -77358.782132
lnb_noise -94667.168639
snr_median 184.812421
snr_max 186.878352
Name: 5348, dtype: float64
--> L
lnb_ratio 17358.722206
lnb_signal -38714.936081
lnb_noise -56073.658287
snr_median 181.609453
snr_max 186.650018
Name: 5348, dtype: float64
--> H
lnb_ratio -0.130678
lnb_signal -38593.641030
lnb_noise -38593.510352
snr_median 1.042080
snr_max 2.993801
Name: 5348, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.8993011116981506
--> HL
index 7575.000000
lnb_ratio 24.511897
lnb_signal -51174.797006
lnb_noise -51199.308903
snr_median 8.368541
snr_max 10.218533
Name: 7575, dtype: float64
--> L
lnb_ratio 31.887564
lnb_signal -13391.182044
lnb_noise -13423.069608
snr_median 8.026608
snr_max 10.192132
Name: 7575, dtype: float64
--> H
lnb_ratio -0.057517
lnb_signal -37776.296811
lnb_noise -37776.239295
snr_median 1.325511
snr_max 3.109592
Name: 7575, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.9999467134475708
--> HL
index 5.731000e+03
lnb_ratio 1.331935e+06
lnb_signal -2.818873e+06
lnb_noise -4.150808e+06
snr_median 1.620415e+03
snr_max 1.632183e+03
Name: 5731, dtype: float64
--> L
lnb_ratio 1.352274e+06
lnb_signal -2.757522e+06
lnb_noise -4.109796e+06
snr_median 1.620390e+03
snr_max 1.644590e+03
Name: 5731, dtype: float64
--> H
lnb_ratio -0.029597
lnb_signal -41012.386123
lnb_noise -41012.356526
snr_median 1.631755
snr_max 3.580350
Name: 5731, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.5433129072189331
--> HL
index 5965.000000
lnb_ratio 27198.572532
lnb_signal -87125.372186
lnb_noise -114323.944718
snr_median 222.403107
snr_max 233.540007
Name: 5965, dtype: float64
--> L
lnb_ratio 28063.486201
lnb_signal -44341.176734
lnb_noise -72404.662935
snr_median 234.215096
snr_max 237.239904
Name: 5965, dtype: float64
--> H
lnb_ratio -0.096833
lnb_signal -41919.378616
lnb_noise -41919.281783
snr_median 1.052704
snr_max 2.835782
Name: 5965, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9491676688194276
--> HL
index 5937.000000
lnb_ratio 310.948490
lnb_signal -49215.280261
lnb_noise -49526.228751
snr_median 23.151348
snr_max 26.539798
Name: 5937, dtype: float64
--> L
lnb_ratio 317.539993
lnb_signal -14453.251415
lnb_noise -14770.791408
snr_median 23.749622
snr_max 26.421996
Name: 5937, dtype: float64
--> H
lnb_ratio -0.057147
lnb_signal -34755.494490
lnb_noise -34755.437343
snr_median 1.337888
snr_max 3.102898
Name: 5937, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9998785257339478
--> HL
index 5754.000000
lnb_ratio 108.849543
lnb_signal -51745.500433
lnb_noise -51854.349976
snr_median 13.852079
snr_max 16.776644
Name: 5754, dtype: float64
--> L
lnb_ratio 115.342891
lnb_signal -13090.514258
lnb_noise -13205.857149
snr_median 13.364490
snr_max 16.706194
Name: 5754, dtype: float64
--> H
lnb_ratio -0.036588
lnb_signal -38648.529414
lnb_noise -38648.492827
snr_median 1.464744
snr_max 3.308918
Name: 5754, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.6704201102256775
--> HL
index 6891.000000
lnb_ratio 844.452195
lnb_signal -57888.958835
lnb_noise -58733.411030
snr_median 39.455961
snr_max 42.171653
Name: 6891, dtype: float64
--> L
lnb_ratio 851.784325
lnb_signal -16904.565128
lnb_noise -17756.349453
snr_median 40.497353
snr_max 42.167214
Name: 6891, dtype: float64
--> H
lnb_ratio -0.060307
lnb_signal -40977.121884
lnb_noise -40977.061578
snr_median 1.290955
snr_max 3.072000
Name: 6891, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9998207688331604
--> HL
index 7631.000000
lnb_ratio 15.716143
lnb_signal -55304.858561
lnb_noise -55320.574705
snr_median 7.143475
snr_max 8.893158
Name: 7631, dtype: float64
--> L
lnb_ratio 19.988656
lnb_signal -17412.345144
lnb_noise -17432.333800
snr_median 6.946683
snr_max 8.820316
Name: 7631, dtype: float64
--> H
lnb_ratio -0.069385
lnb_signal -37888.310290
lnb_noise -37888.240904
snr_median 1.561927
snr_max 3.522245
Name: 7631, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999996423721312
--> HL
index 6968.000000
lnb_ratio 174.762314
lnb_signal -47223.725405
lnb_noise -47398.487719
snr_median 17.177022
snr_max 20.468932
Name: 6968, dtype: float64
--> L
lnb_ratio 183.458679
lnb_signal -12322.796066
lnb_noise -12506.254745
snr_median 16.732881
snr_max 20.461104
Name: 6968, dtype: float64
--> H
lnb_ratio -0.015832
lnb_signal -34892.248806
lnb_noise -34892.232974
snr_median 1.507581
snr_max 3.291732
Name: 6968, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9968921542167664
--> HL
index 5960.000000
lnb_ratio 124.432298
lnb_signal -52276.397591
lnb_noise -52400.829888
snr_median 15.158314
snr_max 17.839792
Name: 5960, dtype: float64
--> L
lnb_ratio 132.570848
lnb_signal -12981.875482
lnb_noise -13114.446330
snr_median 15.000956
snr_max 17.816927
Name: 5960, dtype: float64
--> H
lnb_ratio -0.059768
lnb_signal -39286.443327
lnb_noise -39286.383559
snr_median 1.297251
snr_max 3.140906
Name: 5960, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9345059990882874
--> HL
index 5867.000000
lnb_ratio 11.331381
lnb_signal -51961.432168
lnb_noise -51972.763549
snr_median 6.334806
snr_max 8.264283
Name: 5867, dtype: float64
--> L
lnb_ratio 14.778875
lnb_signal -12511.202775
lnb_noise -12525.981651
snr_median 6.524549
snr_max 8.099342
Name: 5867, dtype: float64
--> H
lnb_ratio -0.062160
lnb_signal -39446.844059
lnb_noise -39446.781898
snr_median 1.887351
snr_max 4.272272
Name: 5867, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9999788999557496
--> HL
index 5946.000000
lnb_ratio 10.767337
lnb_signal -51156.607674
lnb_noise -51167.375011
snr_median 6.170857
snr_max 7.746607
Name: 5946, dtype: float64
--> L
lnb_ratio 13.516860
lnb_signal -12793.530477
lnb_noise -12807.047338
snr_median 5.803640
snr_max 7.671629
Name: 5946, dtype: float64
--> H
lnb_ratio -0.074088
lnb_signal -38360.401762
lnb_noise -38360.327673
snr_median 1.731789
snr_max 4.006492
Name: 5946, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9987735152244568
--> HL
index 5948.000000
lnb_ratio 3358.253648
lnb_signal -56742.601144
lnb_noise -60100.854791
snr_median 77.470295
snr_max 82.571963
Name: 5948, dtype: float64
--> L
lnb_ratio 3366.927250
lnb_signal -19141.789917
lnb_noise -22508.717168
snr_median 79.452332
snr_max 82.559553
Name: 5948, dtype: float64
--> H
lnb_ratio -0.023929
lnb_signal -37592.161553
lnb_noise -37592.137624
snr_median 1.520484
snr_max 3.305069
Name: 5948, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999747276306152
--> HL
index 6600.000000
lnb_ratio 986.362751
lnb_signal -51850.506988
lnb_noise -52836.869739
snr_median 39.989673
snr_max 45.391192
Name: 6600, dtype: float64
--> L
lnb_ratio 995.351347
lnb_signal -12794.466416
lnb_noise -13789.817762
snr_median 39.790353
snr_max 45.394095
Name: 6600, dtype: float64
--> H
lnb_ratio 0.030462
lnb_signal -39047.021515
lnb_noise -39047.051977
snr_median 1.973695
snr_max 3.961638
Name: 6600, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999994039535522
--> HL
index 6019.000000
lnb_ratio 227.017632
lnb_signal -50566.920369
lnb_noise -50793.938002
snr_median 19.535103
snr_max 22.877512
Name: 6019, dtype: float64
--> L
lnb_ratio 232.002724
lnb_signal -13156.817002
lnb_noise -13388.819726
snr_median 18.852718
snr_max 22.765079
Name: 6019, dtype: float64
--> H
lnb_ratio -0.013053
lnb_signal -37405.131328
lnb_noise -37405.118275
snr_median 1.844818
snr_max 3.863235
Name: 6019, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9994891881942748
--> HL
index 8162.000000
lnb_ratio 10.032705
lnb_signal -47476.602082
lnb_noise -47486.634787
snr_median 5.563824
snr_max 7.240934
Name: 8162, dtype: float64
--> L
lnb_ratio 8.039481
lnb_signal -11738.693881
lnb_noise -11746.733362
snr_median 5.015403
snr_max 6.614686
Name: 8162, dtype: float64
--> H
lnb_ratio -0.076894
lnb_signal -35739.978319
lnb_noise -35739.901425
snr_median 1.572384
snr_max 3.702529
Name: 8162, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.845317006111145
--> HL
index 7420.000000
lnb_ratio 25.927912
lnb_signal -50656.179861
lnb_noise -50682.107773
snr_median 8.079922
snr_max 10.061649
Name: 7420, dtype: float64
--> L
lnb_ratio 31.302322
lnb_signal -12857.711444
lnb_noise -12889.013766
snr_median 8.066783
snr_max 10.048753
Name: 7420, dtype: float64
--> H
lnb_ratio -0.069464
lnb_signal -37793.163471
lnb_noise -37793.094007
snr_median 1.270949
snr_max 3.155250
Name: 7420, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999709129333496
--> HL
index 7103.000000
lnb_ratio 91.323531
lnb_signal -50266.166189
lnb_noise -50357.489720
snr_median 13.343421
snr_max 15.617857
Name: 7103, dtype: float64
--> L
lnb_ratio 96.348693
lnb_signal -12352.572249
lnb_noise -12448.920942
snr_median 13.219935
snr_max 15.515882
Name: 7103, dtype: float64
--> H
lnb_ratio -0.073316
lnb_signal -37908.642094
lnb_noise -37908.568778
snr_median 1.584386
snr_max 3.663155
Name: 7103, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.715844452381134
--> HL
index 5449.000000
lnb_ratio 633.239447
lnb_signal -56851.207796
lnb_noise -57484.447243
snr_median 33.301946
snr_max 36.716054
Name: 5449, dtype: float64
--> L
lnb_ratio 640.398688
lnb_signal -17075.961242
lnb_noise -17716.359931
snr_median 34.342092
snr_max 36.687172
Name: 5449, dtype: float64
--> H
lnb_ratio -0.047758
lnb_signal -39768.135070
lnb_noise -39768.087312
snr_median 1.474033
snr_max 3.441465
Name: 5449, dtype: float64
---------------
ml label: Scattered_Light
ml confidence: 0.9293606281280518
--> HL
index 6841.000000
lnb_ratio 80.719367
lnb_signal -49652.360362
lnb_noise -49733.079729
snr_median 12.331880
snr_max 14.913559
Name: 6841, dtype: float64
--> L
lnb_ratio 88.949281
lnb_signal -12968.378177
lnb_noise -13057.327459
snr_median 11.503997
snr_max 14.908158
Name: 6841, dtype: float64
--> H
lnb_ratio -0.064244
lnb_signal -36675.816515
lnb_noise -36675.752270
snr_median 1.369548
snr_max 3.172100
Name: 6841, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.9931718111038208
--> HL
index 6845.000000
lnb_ratio 80439.898643
lnb_signal -288273.779554
lnb_noise -368713.678198
snr_median 381.233447
snr_max 401.257220
Name: 6845, dtype: float64
--> L
lnb_ratio 81863.621116
lnb_signal -246215.182507
lnb_noise -328078.803623
snr_median 401.388825
snr_max 404.791119
Name: 6845, dtype: float64
--> H
lnb_ratio -0.015149
lnb_signal -40634.889723
lnb_noise -40634.874574
snr_median 1.772684
snr_max 3.717808
Name: 6845, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9997844099998474
--> HL
index 6447.000000
lnb_ratio 6.516111
lnb_signal -49163.975185
lnb_noise -49170.491296
snr_median 5.398101
snr_max 6.967992
Name: 6447, dtype: float64
--> L
lnb_ratio 10.181308
lnb_signal -13384.055200
lnb_noise -13394.236508
snr_median 5.426288
snr_max 7.043153
Name: 6447, dtype: float64
--> H
lnb_ratio -0.039514
lnb_signal -35776.294302
lnb_noise -35776.254788
snr_median 1.685550
snr_max 3.714895
Name: 6447, dtype: float64
---------------
ml label: Paired_Doves
ml confidence: 0.9564480781555176
--> HL
index 6553.000000
lnb_ratio 36.729817
lnb_signal -50631.528676
lnb_noise -50668.258492
snr_median 9.143686
snr_max 11.201206
Name: 6553, dtype: float64
--> L
lnb_ratio 43.519125
lnb_signal -15026.664773
lnb_noise -15070.183898
snr_median 9.196072
snr_max 11.177117
Name: 6553, dtype: float64
--> H
lnb_ratio 0.027577
lnb_signal -35598.047018
lnb_noise -35598.074595
snr_median 2.007189
snr_max 3.975717
Name: 6553, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9976094961166382
--> HL
index 6585.000000
lnb_ratio 222.324831
lnb_signal -51687.240577
lnb_noise -51909.565408
snr_median 19.696387
snr_max 22.903985
Name: 6585, dtype: float64
--> L
lnb_ratio 230.536432
lnb_signal -13793.691125
lnb_noise -14024.227556
snr_median 19.556275
snr_max 22.912413
Name: 6585, dtype: float64
--> H
lnb_ratio -0.084360
lnb_signal -37885.422211
lnb_noise -37885.337851
snr_median 1.590800
snr_max 3.668143
Name: 6585, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9915055632591248
--> HL
index 9605.000000
lnb_ratio 175.961190
lnb_signal -57127.930969
lnb_noise -57303.892159
snr_median 17.641498
snr_max 20.582035
Name: 9605, dtype: float64
--> L
lnb_ratio 182.373081
lnb_signal -16567.900124
lnb_noise -16750.273205
snr_median 18.105002
snr_max 20.559026
Name: 9605, dtype: float64
--> H
lnb_ratio -0.069249
lnb_signal -40553.688203
lnb_noise -40553.618954
snr_median 1.664009
snr_max 3.762333
Name: 9605, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999995231628418
--> HL
index 8373.000000
lnb_ratio 292.212614
lnb_signal -51291.960799
lnb_noise -51584.173413
snr_median 21.474572
snr_max 25.625899
Name: 8373, dtype: float64
--> L
lnb_ratio 300.004679
lnb_signal -12517.824101
lnb_noise -12817.828780
snr_median 20.874996
snr_max 25.627758
Name: 8373, dtype: float64
--> H
lnb_ratio -0.046406
lnb_signal -38766.391040
lnb_noise -38766.344633
snr_median 1.627371
snr_max 3.580855
Name: 8373, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9957731366157532
--> HL
index 10180.000000
lnb_ratio 852.048479
lnb_signal -48246.987219
lnb_noise -49099.035698
snr_median 37.399884
snr_max 42.325745
Name: 10180, dtype: float64
--> L
lnb_ratio 859.912381
lnb_signal -12958.155367
lnb_noise -13818.067748
snr_median 37.152482
snr_max 42.284680
Name: 10180, dtype: float64
--> H
lnb_ratio -0.114369
lnb_signal -35281.082320
lnb_noise -35280.967950
snr_median 1.120052
snr_max 3.017466
Name: 10180, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9997209906578064
--> HL
index 9467.000000
lnb_ratio 15.642631
lnb_signal -48133.715912
lnb_noise -48149.358543
snr_median 6.893975
snr_max 8.587186
Name: 9467, dtype: float64
--> L
lnb_ratio 19.450196
lnb_signal -12477.839738
lnb_noise -12497.289934
snr_median 6.763614
snr_max 8.415762
Name: 9467, dtype: float64
--> H
lnb_ratio 0.187641
lnb_signal -35651.880969
lnb_noise -35652.068610
snr_median 2.190041
snr_max 4.243824
Name: 9467, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999986886978148
--> HL
index 8449.000000
lnb_ratio 512.333436
lnb_signal -51149.589171
lnb_noise -51661.922608
snr_median 29.178963
snr_max 33.269037
Name: 8449, dtype: float64
--> L
lnb_ratio 520.598489
lnb_signal -14081.206789
lnb_noise -14601.805278
snr_median 28.544322
snr_max 33.228180
Name: 8449, dtype: float64
--> H
lnb_ratio 0.033297
lnb_signal -37060.084033
lnb_noise -37060.117330
snr_median 1.976148
snr_max 3.927540
Name: 8449, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999769926071168
--> HL
index 8978.000000
lnb_ratio 248.397167
lnb_signal -49933.309813
lnb_noise -50181.706980
snr_median 20.560767
snr_max 23.961287
Name: 8978, dtype: float64
--> L
lnb_ratio 255.743579
lnb_signal -13523.470824
lnb_noise -13779.214404
snr_median 19.908730
snr_max 23.862218
Name: 8978, dtype: float64
--> H
lnb_ratio -0.048805
lnb_signal -36402.541381
lnb_noise -36402.492576
snr_median 1.492914
snr_max 3.326588
Name: 8978, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.929069459438324
--> HL
index 9966.000000
lnb_ratio 15.701676
lnb_signal -50687.685097
lnb_noise -50703.386773
snr_median 6.907135
snr_max 8.769841
Name: 9966, dtype: float64
--> L
lnb_ratio 18.995299
lnb_signal -12929.970532
lnb_noise -12948.965831
snr_median 6.966608
snr_max 8.693950
Name: 9966, dtype: float64
--> H
lnb_ratio 0.004378
lnb_signal -37754.416564
lnb_noise -37754.420942
snr_median 1.724889
snr_max 3.727900
Name: 9966, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9996333122253418
--> HL
index 9728.000000
lnb_ratio 15.261604
lnb_signal -49249.166318
lnb_noise -49264.427922
snr_median 6.236115
snr_max 8.138529
Name: 9728, dtype: float64
--> L
lnb_ratio 14.868759
lnb_signal -12406.955856
lnb_noise -12421.824615
snr_median 5.932474
snr_max 7.720748
Name: 9728, dtype: float64
--> H
lnb_ratio 0.198799
lnb_signal -36842.404508
lnb_noise -36842.603307
snr_median 2.495114
snr_max 4.355296
Name: 9728, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.999983549118042
--> HL
index 9914.000000
lnb_ratio 122.644275
lnb_signal -48662.857519
lnb_noise -48785.501794
snr_median 14.817065
snr_max 17.672293
Name: 9914, dtype: float64
--> L
lnb_ratio 129.267421
lnb_signal -12888.681840
lnb_noise -13017.949261
snr_median 14.630381
snr_max 17.609702
Name: 9914, dtype: float64
--> H
lnb_ratio -0.066471
lnb_signal -35767.619004
lnb_noise -35767.552533
snr_median 1.673473
snr_max 3.836090
Name: 9914, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.950781226158142
--> HL
index 9880.000000
lnb_ratio 16700.041342
lnb_signal -289584.090975
lnb_noise -306284.132317
snr_median 181.457673
snr_max 183.167007
Name: 9880, dtype: float64
--> L
lnb_ratio 16629.316687
lnb_signal -254135.558216
lnb_noise -270764.874904
snr_median 179.104540
snr_max 182.649620
Name: 9880, dtype: float64
--> H
lnb_ratio -0.098225
lnb_signal -35519.355638
lnb_noise -35519.257413
snr_median 1.184921
snr_max 3.109630
Name: 9880, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9999877214431764
--> HL
index 9969.000000
lnb_ratio 54.150344
lnb_signal -49029.266664
lnb_noise -49083.417009
snr_median 10.471351
snr_max 12.740062
Name: 9969, dtype: float64
--> L
lnb_ratio 59.956656
lnb_signal -13525.941316
lnb_noise -13585.897972
snr_median 10.618429
snr_max 12.699184
Name: 9969, dtype: float64
--> H
lnb_ratio -0.067314
lnb_signal -35497.586351
lnb_noise -35497.519037
snr_median 1.343996
snr_max 3.189424
Name: 9969, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.984460175037384
--> HL
index 10749.000000
lnb_ratio 18.566459
lnb_signal -48234.629674
lnb_noise -48253.196134
snr_median 7.533401
snr_max 9.167841
Name: 10749, dtype: float64
--> L
lnb_ratio 21.647515
lnb_signal -12810.290334
lnb_noise -12831.937848
snr_median 7.342999
snr_max 9.055298
Name: 10749, dtype: float64
--> H
lnb_ratio -0.104434
lnb_signal -35421.362719
lnb_noise -35421.258285
snr_median 1.445117
snr_max 3.511046
Name: 10749, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9998852014541626
--> HL
index 9497.000000
lnb_ratio 25.627667
lnb_signal -49475.890311
lnb_noise -49501.517978
snr_median 8.293592
snr_max 10.100672
Name: 9497, dtype: float64
--> L
lnb_ratio 31.734001
lnb_signal -12513.776223
lnb_noise -12545.510223
snr_median 7.919994
snr_max 10.082246
Name: 9497, dtype: float64
--> H
lnb_ratio -0.071785
lnb_signal -36956.079540
lnb_noise -36956.007754
snr_median 1.685952
snr_max 3.706247
Name: 9497, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.6336238980293274
--> HL
index 9845.000000
lnb_ratio 71.054718
lnb_signal -56098.508267
lnb_noise -56169.562985
snr_median 11.621923
snr_max 14.127782
Name: 9845, dtype: float64
--> L
lnb_ratio 76.809627
lnb_signal -12291.837284
lnb_noise -12368.646912
snr_median 11.290597
snr_max 14.069095
Name: 9845, dtype: float64
--> H
lnb_ratio -0.021658
lnb_signal -43800.937731
lnb_noise -43800.916074
snr_median 1.517396
snr_max 3.341988
Name: 9845, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9997922778129578
--> HL
index 8486.000000
lnb_ratio 17.388259
lnb_signal -50212.659151
lnb_noise -50230.047410
snr_median 7.124640
snr_max 8.911356
Name: 8486, dtype: float64
--> L
lnb_ratio 21.001663
lnb_signal -12225.910082
lnb_noise -12246.911745
snr_median 6.955398
snr_max 8.843329
Name: 8486, dtype: float64
--> H
lnb_ratio -0.056796
lnb_signal -37983.192461
lnb_noise -37983.135665
snr_median 1.470655
snr_max 3.370210
Name: 8486, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999997615814208
--> HL
index 9729.000000
lnb_ratio 220.024643
lnb_signal -47920.662361
lnb_noise -48140.687005
snr_median 20.310247
snr_max 22.773452
Name: 9729, dtype: float64
--> L
lnb_ratio 225.886247
lnb_signal -12304.602198
lnb_noise -12530.488445
snr_median 18.749996
snr_max 22.500662
Name: 9729, dtype: float64
--> H
lnb_ratio -0.043120
lnb_signal -35610.241680
lnb_noise -35610.198559
snr_median 1.372479
snr_max 3.273280
Name: 9729, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.9934232234954834
--> HL
index 10171.000000
lnb_ratio 122732.365463
lnb_signal -551970.692411
lnb_noise -674703.057873
snr_median 490.878081
snr_max 495.616437
Name: 10171, dtype: float64
--> L
lnb_ratio 124128.777223
lnb_signal -511210.077601
lnb_noise -635338.854824
snr_median 495.669992
snr_max 498.397234
Name: 10171, dtype: float64
--> H
lnb_ratio -0.020633
lnb_signal -39364.223681
lnb_noise -39364.203048
snr_median 1.586701
snr_max 3.471874
Name: 10171, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9886868000030518
--> HL
index 12685.000000
lnb_ratio 3795.780276
lnb_signal -64122.914652
lnb_noise -67918.694928
snr_median 82.993995
snr_max 87.745075
Name: 12685, dtype: float64
--> L
lnb_ratio 3802.742307
lnb_signal -22455.887153
lnb_noise -26258.629461
snr_median 84.635990
snr_max 87.727686
Name: 12685, dtype: float64
--> H
lnb_ratio 0.006696
lnb_signal -41660.058771
lnb_noise -41660.065467
snr_median 2.028689
snr_max 4.261108
Name: 12685, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.6663764119148254
--> HL
index 12563.000000
lnb_ratio 13.331962
lnb_signal -50072.422187
lnb_noise -50085.754148
snr_median 6.759218
snr_max 8.832188
Name: 12563, dtype: float64
--> L
lnb_ratio 18.424974
lnb_signal -12432.792376
lnb_noise -12451.217350
snr_median 6.691048
snr_max 8.919132
Name: 12563, dtype: float64
--> H
lnb_ratio -0.076301
lnb_signal -37634.613100
lnb_noise -37634.536798
snr_median 1.263918
snr_max 3.110323
Name: 12563, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.8642699718475342
--> HL
index 12229.000000
lnb_ratio 25.059681
lnb_signal -49496.881703
lnb_noise -49521.941384
snr_median 7.915403
snr_max 10.054895
Name: 12229, dtype: float64
--> L
lnb_ratio 30.888475
lnb_signal -13803.514758
lnb_noise -13834.403232
snr_median 7.888720
snr_max 10.080500
Name: 12229, dtype: float64
--> H
lnb_ratio 0.034083
lnb_signal -35687.504068
lnb_noise -35687.538151
snr_median 2.436613
snr_max 4.761311
Name: 12229, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.7635802030563354
--> HL
index 12885.000000
lnb_ratio 54.746270
lnb_signal -46649.777832
lnb_noise -46704.524102
snr_median 10.574414
snr_max 12.821124
Name: 12885, dtype: float64
--> L
lnb_ratio 59.929456
lnb_signal -12970.061952
lnb_noise -13029.991408
snr_median 10.103538
snr_max 12.726088
Name: 12885, dtype: float64
--> H
lnb_ratio -0.056327
lnb_signal -33674.589020
lnb_noise -33674.532694
snr_median 1.746868
snr_max 3.755840
Name: 12885, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9919156432151794
--> HL
index 12881.000000
lnb_ratio 0.003654
lnb_signal -46748.438966
lnb_noise -46748.442621
snr_median 2.939387
snr_max 5.203977
Name: 12881, dtype: float64
--> L
lnb_ratio 0.350225
lnb_signal -12171.011097
lnb_noise -12171.361322
snr_median 2.482914
snr_max 4.523057
Name: 12881, dtype: float64
--> H
lnb_ratio -0.053938
lnb_signal -34577.135236
lnb_noise -34577.081298
snr_median 1.213152
snr_max 2.896352
Name: 12881, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.805696964263916
--> HL
index 12917.000000
lnb_ratio 50364.044355
lnb_signal -160939.896705
lnb_noise -211303.941060
snr_median 311.820388
snr_max 318.309310
Name: 12917, dtype: float64
--> L
lnb_ratio 48812.572707
lnb_signal -128558.968674
lnb_noise -177371.541381
snr_median 296.868611
snr_max 312.647777
Name: 12917, dtype: float64
--> H
lnb_ratio 0.009131
lnb_signal -33932.390548
lnb_noise -33932.399679
snr_median 1.933566
snr_max 3.894980
Name: 12917, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9431235790252686
--> HL
index 11553.000000
lnb_ratio 4.117017
lnb_signal -46625.375337
lnb_noise -46629.492353
snr_median 5.010057
snr_max 6.908429
Name: 11553, dtype: float64
--> L
lnb_ratio 7.925612
lnb_signal -12869.104527
lnb_noise -12877.030139
snr_median 5.422548
snr_max 6.958596
Name: 11553, dtype: float64
--> H
lnb_ratio -0.046466
lnb_signal -33752.508680
lnb_noise -33752.462214
snr_median 1.469037
snr_max 3.365141
Name: 11553, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999995231628418
--> HL
index 13210.000000
lnb_ratio 98.095332
lnb_signal -45820.435136
lnb_noise -45918.530468
snr_median 13.700424
snr_max 16.080808
Name: 13210, dtype: float64
--> L
lnb_ratio 105.232318
lnb_signal -12391.348719
lnb_noise -12496.581037
snr_median 13.312119
snr_max 16.062520
Name: 13210, dtype: float64
--> H
lnb_ratio -0.043338
lnb_signal -33421.992769
lnb_noise -33421.949431
snr_median 1.326343
snr_max 3.121825
Name: 13210, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.5585382580757141
--> HL
index 11363.000000
lnb_ratio 40622.642933
lnb_signal -93822.869753
lnb_noise -134445.512686
snr_median 203.710240
snr_max 285.214615
Name: 11363, dtype: float64
--> L
lnb_ratio 42320.427300
lnb_signal -56399.245458
lnb_noise -98719.672758
snr_median 289.482285
snr_max 291.206359
Name: 11363, dtype: float64
--> H
lnb_ratio -0.017260
lnb_signal -35725.857189
lnb_noise -35725.839928
snr_median 1.622337
snr_max 3.444301
Name: 11363, dtype: float64
---------------
ml label: Blip
ml confidence: 0.965643048286438
--> HL
index 11963.000000
lnb_ratio 17.953488
lnb_signal -50833.626589
lnb_noise -50851.580077
snr_median 6.849417
snr_max 8.916592
Name: 11963, dtype: float64
--> L
lnb_ratio 18.576741
lnb_signal -13120.030521
lnb_noise -13138.607262
snr_median 6.607779
snr_max 8.379819
Name: 11963, dtype: float64
--> H
lnb_ratio -0.014373
lnb_signal -37712.987189
lnb_noise -37712.972816
snr_median 1.945035
snr_max 4.105704
Name: 11963, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.8588895201683044
--> HL
index 11688.000000
lnb_ratio 25.403871
lnb_signal -48701.402407
lnb_noise -48726.806278
snr_median 8.397695
snr_max 10.267357
Name: 11688, dtype: float64
--> L
lnb_ratio 32.529728
lnb_signal -12261.121143
lnb_noise -12293.650871
snr_median 8.230728
snr_max 10.184895
Name: 11688, dtype: float64
--> H
lnb_ratio 0.011585
lnb_signal -36433.143822
lnb_noise -36433.155406
snr_median 1.851882
snr_max 3.751569
Name: 11688, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.5366567969322205
--> HL
index 13153.000000
lnb_ratio 611.553608
lnb_signal -47666.160769
lnb_noise -48277.714377
snr_median 32.559479
snr_max 36.108633
Name: 13153, dtype: float64
--> L
lnb_ratio 618.925529
lnb_signal -13329.531289
lnb_noise -13948.456818
snr_median 33.348559
snr_max 36.075633
Name: 13153, dtype: float64
--> H
lnb_ratio -0.077137
lnb_signal -34329.334696
lnb_noise -34329.257559
snr_median 1.538229
snr_max 3.567549
Name: 13153, dtype: float64
---------------
ml label: Blip
ml confidence: 0.996720016002655
--> HL
index 11186.000000
lnb_ratio 8.873468
lnb_signal -51402.209938
lnb_noise -51411.083406
snr_median 5.411930
snr_max 6.960286
Name: 11186, dtype: float64
--> L
lnb_ratio 7.417283
lnb_signal -12933.957515
lnb_noise -12941.374798
snr_median 5.115078
snr_max 6.687825
Name: 11186, dtype: float64
--> H
lnb_ratio 0.022888
lnb_signal -38469.685721
lnb_noise -38469.708608
snr_median 1.856362
snr_max 3.851146
Name: 11186, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9310495257377625
--> HL
index 10904.000000
lnb_ratio 4.182612
lnb_signal -49291.424585
lnb_noise -49295.607197
snr_median 4.648281
snr_max 6.445985
Name: 10904, dtype: float64
--> L
lnb_ratio 6.225610
lnb_signal -12086.679761
lnb_noise -12092.905370
snr_median 4.492184
snr_max 6.199284
Name: 10904, dtype: float64
--> H
lnb_ratio -0.013104
lnb_signal -37202.714930
lnb_noise -37202.701826
snr_median 1.743706
snr_max 3.690391
Name: 10904, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9092598557472228
--> HL
index 11242.000000
lnb_ratio 327.591689
lnb_signal -50882.127434
lnb_noise -51209.719123
snr_median 25.320365
snr_max 27.396237
Name: 11242, dtype: float64
--> L
lnb_ratio 333.811913
lnb_signal -15057.107582
lnb_noise -15390.919494
snr_median 25.475476
snr_max 27.216511
Name: 11242, dtype: float64
--> H
lnb_ratio -0.087263
lnb_signal -35818.886891
lnb_noise -35818.799628
snr_median 1.125762
snr_max 2.933241
Name: 11242, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9999796152114868
--> HL
index 14765.000000
lnb_ratio 17.721713
lnb_signal -50561.129469
lnb_noise -50578.851183
snr_median 6.847181
snr_max 8.817032
Name: 14765, dtype: float64
--> L
lnb_ratio 19.072682
lnb_signal -15614.682333
lnb_noise -15633.755016
snr_median 6.519672
snr_max 8.580268
Name: 14765, dtype: float64
--> H
lnb_ratio -0.059159
lnb_signal -34945.155326
lnb_noise -34945.096167
snr_median 1.181920
snr_max 2.946471
Name: 14765, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999985694885254
--> HL
index 14378.000000
lnb_ratio 52.449996
lnb_signal -45141.293183
lnb_noise -45193.743179
snr_median 10.368774
snr_max 12.809273
Name: 14378, dtype: float64
--> L
lnb_ratio 59.002770
lnb_signal -13274.554701
lnb_noise -13333.557471
snr_median 10.385657
snr_max 12.792401
Name: 14378, dtype: float64
--> H
lnb_ratio -0.013475
lnb_signal -31860.199184
lnb_noise -31860.185708
snr_median 1.866179
snr_max 3.897913
Name: 14378, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999479055404664
--> HL
index 15719.000000
lnb_ratio 39.822730
lnb_signal -45832.497060
lnb_noise -45872.319790
snr_median 9.978538
snr_max 11.667656
Name: 15719, dtype: float64
--> L
lnb_ratio 44.643302
lnb_signal -12288.959970
lnb_noise -12333.603272
snr_median 9.522855
snr_max 11.418681
Name: 15719, dtype: float64
--> H
lnb_ratio -0.059005
lnb_signal -33538.775523
lnb_noise -33538.716518
snr_median 1.198649
snr_max 2.899728
Name: 15719, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9999716281890868
--> HL
index 13932.000000
lnb_ratio 18.536559
lnb_signal -48748.959144
lnb_noise -48767.495703
snr_median 6.712486
snr_max 8.670494
Name: 13932, dtype: float64
--> L
lnb_ratio 19.990112
lnb_signal -13155.073781
lnb_noise -13175.063893
snr_median 6.480164
snr_max 8.449250
Name: 13932, dtype: float64
--> H
lnb_ratio -0.071006
lnb_signal -35592.502816
lnb_noise -35592.431810
snr_median 1.419964
snr_max 3.431116
Name: 13932, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999997615814208
--> HL
index 13880.000000
lnb_ratio 179.854703
lnb_signal -46389.551951
lnb_noise -46569.406654
snr_median 17.586532
snr_max 20.750925
Name: 13880, dtype: float64
--> L
lnb_ratio 187.536718
lnb_signal -12346.682820
lnb_noise -12534.219539
snr_median 16.993223
snr_max 20.718819
Name: 13880, dtype: float64
--> H
lnb_ratio -0.076963
lnb_signal -34035.264078
lnb_noise -34035.187115
snr_median 1.192488
snr_max 3.037734
Name: 13880, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9307575821876526
--> HL
index 13584.000000
lnb_ratio 504.970670
lnb_signal -52428.561282
lnb_noise -52933.531952
snr_median 29.286111
snr_max 33.098805
Name: 13584, dtype: float64
--> L
lnb_ratio 510.834055
lnb_signal -17189.025165
lnb_noise -17699.859220
snr_median 30.157010
snr_max 33.052423
Name: 13584, dtype: float64
--> H
lnb_ratio -0.023187
lnb_signal -35233.695919
lnb_noise -35233.672733
snr_median 1.407776
snr_max 3.187126
Name: 13584, dtype: float64
---------------
ml label: Low_Frequency_Burst
ml confidence: 0.3669014275074005
--> HL
index 14454.000000
lnb_ratio -0.193500
lnb_signal -45241.161262
lnb_noise -45240.967762
snr_median 1.656855
snr_max 3.657988
Name: 14454, dtype: float64
--> L
lnb_ratio -0.142524
lnb_signal -12253.872701
lnb_noise -12253.730178
snr_median 1.140246
snr_max 2.832260
Name: 14454, dtype: float64
--> H
lnb_ratio -0.038360
lnb_signal -32987.275945
lnb_noise -32987.237584
snr_median 2.044602
snr_max 4.420738
Name: 14454, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.5493214726448059
--> HL
index 15353.000000
lnb_ratio 0.078876
lnb_signal -48617.033403
lnb_noise -48617.112279
snr_median 2.206385
snr_max 3.890355
Name: 15353, dtype: float64
--> L
lnb_ratio 0.131776
lnb_signal -12507.570741
lnb_noise -12507.702517
snr_median 2.286564
snr_max 4.045466
Name: 15353, dtype: float64
--> H
lnb_ratio 0.012902
lnb_signal -36109.396861
lnb_noise -36109.409762
snr_median 1.655655
snr_max 3.575818
Name: 15353, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9997084736824036
--> HL
index 15419.000000
lnb_ratio 100.816502
lnb_signal -59210.997079
lnb_noise -59311.813580
snr_median 14.151626
snr_max 16.306522
Name: 15419, dtype: float64
--> L
lnb_ratio 103.261015
lnb_signal -13498.819136
lnb_noise -13602.080151
snr_median 14.421049
snr_max 16.034019
Name: 15419, dtype: float64
--> H
lnb_ratio -0.061116
lnb_signal -45709.794545
lnb_noise -45709.733430
snr_median 1.317487
snr_max 3.057152
Name: 15419, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.6521264910697937
--> HL
index 13818.000000
lnb_ratio 541.871856
lnb_signal -52280.205435
lnb_noise -52822.077290
snr_median 30.841471
snr_max 34.077727
Name: 13818, dtype: float64
--> L
lnb_ratio 548.398907
lnb_signal -14884.978620
lnb_noise -15433.377527
snr_median 31.853065
snr_max 34.043925
Name: 13818, dtype: float64
--> H
lnb_ratio -0.024277
lnb_signal -37388.724041
lnb_noise -37388.699763
snr_median 1.764332
snr_max 3.875041
Name: 13818, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.7370548844337463
--> HL
index 16217.000000
lnb_ratio -0.097691
lnb_signal -46228.256531
lnb_noise -46228.158840
snr_median 2.115760
snr_max 4.059219
Name: 16216, dtype: float64
--> L
lnb_ratio 27.598940
lnb_signal -12682.043789
lnb_noise -12709.642729
snr_median 7.522859
snr_max 9.356946
Name: 16216, dtype: float64
--> H
lnb_ratio 0.025629
lnb_signal -34564.513428
lnb_noise -34564.539057
snr_median 2.364999
snr_max 4.579264
Name: 16216, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.7945510149002075
--> HL
index 14563.000000
lnb_ratio 36.035839
lnb_signal -49275.060181
lnb_noise -49311.096020
snr_median 9.383672
snr_max 11.162207
Name: 14563, dtype: float64
--> L
lnb_ratio 41.634826
lnb_signal -14023.645330
lnb_noise -14065.280156
snr_median 9.510297
snr_max 11.044105
Name: 14563, dtype: float64
--> H
lnb_ratio -0.001632
lnb_signal -35245.817496
lnb_noise -35245.815864
snr_median 1.729963
snr_max 3.697395
Name: 14563, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9983439445495604
--> HL
index 16197.000000
lnb_ratio -0.055317
lnb_signal -49509.923001
lnb_noise -49509.867684
snr_median 2.211022
snr_max 4.214534
Name: 16196, dtype: float64
--> L
lnb_ratio 29.738345
lnb_signal -13007.621025
lnb_noise -13037.359370
snr_median 7.769793
snr_max 9.777361
Name: 16196, dtype: float64
--> H
lnb_ratio -0.044494
lnb_signal -32781.285152
lnb_noise -32781.240658
snr_median 1.600905
snr_max 3.657737
Name: 16196, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.99643874168396
--> HL
index 14062.000000
lnb_ratio 15.937302
lnb_signal -50633.727811
lnb_noise -50649.665113
snr_median 6.749982
snr_max 8.523096
Name: 14062, dtype: float64
--> L
lnb_ratio 17.090516
lnb_signal -16478.440718
lnb_noise -16495.531233
snr_median 6.292675
snr_max 8.302181
Name: 14062, dtype: float64
--> H
lnb_ratio -0.074318
lnb_signal -34154.208198
lnb_noise -34154.133879
snr_median 1.396993
snr_max 3.374794
Name: 14062, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9493098855018616
--> HL
index 16194.000000
lnb_ratio 0.117321
lnb_signal -45314.270287
lnb_noise -45314.387609
snr_median 3.497951
snr_max 5.825265
Name: 16193, dtype: float64
--> L
lnb_ratio 7.084969
lnb_signal -20749.941135
lnb_noise -20757.026104
snr_median 5.724264
snr_max 7.860653
Name: 16193, dtype: float64
--> H
lnb_ratio -0.070865
lnb_signal -35655.721399
lnb_noise -35655.650534
snr_median 1.553313
snr_max 3.521918
Name: 16193, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9999946355819702
--> HL
index 15578.000000
lnb_ratio 10.869807
lnb_signal -49753.757887
lnb_noise -49764.627694
snr_median 5.855580
snr_max 7.670704
Name: 15578, dtype: float64
--> L
lnb_ratio 13.083302
lnb_signal -16371.312067
lnb_noise -16384.395369
snr_median 5.724905
snr_max 7.456045
Name: 15578, dtype: float64
--> H
lnb_ratio -0.005040
lnb_signal -33380.237365
lnb_noise -33380.232325
snr_median 2.012880
snr_max 4.102015
Name: 15578, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9975656270980836
--> HL
index 16159.000000
lnb_ratio 0.128494
lnb_signal -50499.605106
lnb_noise -50499.733600
snr_median 2.644994
snr_max 4.535995
Name: 16158, dtype: float64
--> L
lnb_ratio -0.148875
lnb_signal -11980.497962
lnb_noise -11980.349087
snr_median 1.303159
snr_max 3.215428
Name: 16158, dtype: float64
--> H
lnb_ratio -0.088483
lnb_signal -33176.524912
lnb_noise -33176.436429
snr_median 1.135018
snr_max 3.027474
Name: 16158, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999997615814208
--> HL
index 14556.000000
lnb_ratio 246.654050
lnb_signal -51297.462411
lnb_noise -51544.116461
snr_median 20.605193
snr_max 23.771031
Name: 14556, dtype: float64
--> L
lnb_ratio 252.646728
lnb_signal -16453.826210
lnb_noise -16706.472938
snr_median 20.433214
snr_max 23.698063
Name: 14556, dtype: float64
--> H
lnb_ratio 0.009067
lnb_signal -34837.634457
lnb_noise -34837.643523
snr_median 1.821160
snr_max 3.679278
Name: 14556, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9239211082458496
--> HL
index 16176.000000
lnb_ratio 0.040569
lnb_signal -51402.620378
lnb_noise -51402.660947
snr_median 2.267514
snr_max 4.054836
Name: 16175, dtype: float64
--> L
lnb_ratio 15.237536
lnb_signal -18368.275462
lnb_noise -18383.512997
snr_median 5.950204
snr_max 7.732042
Name: 16175, dtype: float64
--> H
lnb_ratio 0.012686
lnb_signal -33377.697281
lnb_noise -33377.709967
snr_median 2.053806
snr_max 4.075123
Name: 16175, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999998807907104
--> HL
index 15601.000000
lnb_ratio 178.423023
lnb_signal -45432.295275
lnb_noise -45610.718298
snr_median 17.423390
snr_max 20.765059
Name: 15601, dtype: float64
--> L
lnb_ratio 186.864907
lnb_signal -12355.394814
lnb_noise -12542.259721
snr_median 16.971211
snr_max 20.741478
Name: 15601, dtype: float64
--> H
lnb_ratio -0.090488
lnb_signal -33068.549065
lnb_noise -33068.458577
snr_median 1.229054
snr_max 3.073253
Name: 15601, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.7587687969207764
--> HL
index 14335.000000
lnb_ratio 31.666016
lnb_signal -47529.438418
lnb_noise -47561.104434
snr_median 8.987446
snr_max 10.947295
Name: 14335, dtype: float64
--> L
lnb_ratio 39.165112
lnb_signal -12503.747344
lnb_noise -12542.912456
snr_median 9.422360
snr_max 10.950678
Name: 14335, dtype: float64
--> H
lnb_ratio 0.086986
lnb_signal -35018.104992
lnb_noise -35018.191978
snr_median 2.287992
snr_max 4.141569
Name: 14335, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.969190239906311
--> HL
index 14618.000000
lnb_ratio -0.147461
lnb_signal -47134.036586
lnb_noise -47133.889124
snr_median 2.496377
snr_max 4.834669
Name: 14618, dtype: float64
--> L
lnb_ratio -0.064396
lnb_signal -12126.652913
lnb_noise -12126.588517
snr_median 2.430720
snr_max 4.702999
Name: 14618, dtype: float64
--> H
lnb_ratio -0.071382
lnb_signal -35007.371990
lnb_noise -35007.300608
snr_median 1.671621
snr_max 3.780703
Name: 14618, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.999975562095642
--> HL
index 17490.000000
lnb_ratio 0.680410
lnb_signal -46345.830277
lnb_noise -46346.510687
snr_median 3.754919
snr_max 5.525874
Name: 17489, dtype: float64
--> L
lnb_ratio 5.292997
lnb_signal -13183.399340
lnb_noise -13188.692337
snr_median 5.461560
snr_max 7.709521
Name: 17489, dtype: float64
--> H
lnb_ratio -0.132814
lnb_signal -34414.759579
lnb_noise -34414.626765
snr_median 1.123944
snr_max 3.190404
Name: 17489, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9995563626289368
--> HL
index 20713.000000
lnb_ratio -0.026945
lnb_signal -48247.632178
lnb_noise -48247.605233
snr_median 2.094098
snr_max 3.862886
Name: 20712, dtype: float64
--> L
lnb_ratio 266.389480
lnb_signal -12513.563226
lnb_noise -12779.952706
snr_median 19.246182
snr_max 24.250631
Name: 20712, dtype: float64
--> H
lnb_ratio -0.023771
lnb_signal -32479.079186
lnb_noise -32479.055415
snr_median 1.856940
snr_max 4.122485
Name: 20712, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9999905824661256
--> HL
index 16965.000000
lnb_ratio 1.172214
lnb_signal -46433.476259
lnb_noise -46434.648472
snr_median 4.647451
snr_max 6.932570
Name: 16964, dtype: float64
--> L
lnb_ratio 2.049701
lnb_signal -13608.827496
lnb_noise -13610.877197
snr_median 4.623152
snr_max 6.654653
Name: 16964, dtype: float64
--> H
lnb_ratio -0.084271
lnb_signal -33778.000951
lnb_noise -33777.916680
snr_median 1.426562
snr_max 3.497776
Name: 16964, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9999860525131226
--> HL
index 17038.000000
lnb_ratio 0.151473
lnb_signal -51864.142443
lnb_noise -51864.293916
snr_median 3.431348
snr_max 5.650464
Name: 17037, dtype: float64
--> L
lnb_ratio 31.529399
lnb_signal -13295.891240
lnb_noise -13327.420639
snr_median 8.720187
snr_max 11.191015
Name: 17037, dtype: float64
--> H
lnb_ratio 0.038505
lnb_signal -32128.651882
lnb_noise -32128.690387
snr_median 1.882148
snr_max 3.996918
Name: 17037, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999998807907104
--> HL
index 18793.000000
lnb_ratio -0.097897
lnb_signal -49512.494971
lnb_noise -49512.397074
snr_median 1.958650
snr_max 3.823254
Name: 18792, dtype: float64
--> L
lnb_ratio 269.051093
lnb_signal -12495.490139
lnb_noise -12764.541233
snr_median 20.311129
snr_max 24.389235
Name: 18792, dtype: float64
--> H
lnb_ratio -0.005348
lnb_signal -32283.071473
lnb_noise -32283.066124
snr_median 1.802404
snr_max 3.703178
Name: 18792, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.99999737739563
--> HL
index 17037.000000
lnb_ratio 28.765596
lnb_signal -45427.345431
lnb_noise -45456.111026
snr_median 8.454256
snr_max 10.918726
Name: 17036, dtype: float64
--> L
lnb_ratio 4.150848
lnb_signal -14256.758944
lnb_noise -14260.909792
snr_median 5.193237
snr_max 7.422834
Name: 17036, dtype: float64
--> H
lnb_ratio -0.090129
lnb_signal -35221.669094
lnb_noise -35221.578965
snr_median 1.523021
snr_max 3.730683
Name: 17036, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9417786598205566
--> HL
index 19442.000000
lnb_ratio -0.127659
lnb_signal -45190.491294
lnb_noise -45190.363636
snr_median 1.606809
snr_max 3.357612
Name: 19441, dtype: float64
--> L
lnb_ratio 0.454506
lnb_signal -13069.779548
lnb_noise -13070.234054
snr_median 3.043513
snr_max 4.815318
Name: 19441, dtype: float64
--> H
lnb_ratio -0.060086
lnb_signal -32849.426457
lnb_noise -32849.366372
snr_median 1.262476
snr_max 3.117390
Name: 19441, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.8990781903266907
--> HL
index 16960.000000
lnb_ratio -0.004206
lnb_signal -48952.080792
lnb_noise -48952.076587
snr_median 2.078106
snr_max 3.894507
Name: 16959, dtype: float64
--> L
lnb_ratio 0.118342
lnb_signal -12534.313146
lnb_noise -12534.431488
snr_median 3.257652
snr_max 5.460585
Name: 16959, dtype: float64
--> H
lnb_ratio 0.088782
lnb_signal -32946.838870
lnb_noise -32946.927651
snr_median 2.192224
snr_max 4.172425
Name: 16959, dtype: float64
---------------
ml label: Low_Frequency_Lines
ml confidence: 0.9889581203460692
--> HL
index 16759.000000
lnb_ratio 0.051124
lnb_signal -46027.577892
lnb_noise -46027.629016
snr_median 2.760560
snr_max 4.709666
Name: 16758, dtype: float64
--> L
lnb_ratio -0.112739
lnb_signal -12843.810018
lnb_noise -12843.697279
snr_median 1.609455
snr_max 3.472690
Name: 16758, dtype: float64
--> H
lnb_ratio -0.038075
lnb_signal -35569.946310
lnb_noise -35569.908235
snr_median 1.447360
snr_max 3.355556
Name: 16758, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.6180027723312378
--> HL
index 17926.000000
lnb_ratio -0.040011
lnb_signal -48978.518252
lnb_noise -48978.478240
snr_median 2.018937
snr_max 3.828435
Name: 17925, dtype: float64
--> L
lnb_ratio 0.088260
lnb_signal -12832.396573
lnb_noise -12832.484833
snr_median 2.323618
snr_max 4.241554
Name: 17925, dtype: float64
--> H
lnb_ratio -0.034506
lnb_signal -31420.852983
lnb_noise -31420.818477
snr_median 1.693600
snr_max 3.854732
Name: 17925, dtype: float64
---------------
ml label: Scattered_Light
ml confidence: 0.892716109752655
--> HL
index 17489.000000
lnb_ratio 2.913837
lnb_signal -47600.405265
lnb_noise -47603.319102
snr_median 5.092497
snr_max 7.275166
Name: 17488, dtype: float64
--> L
lnb_ratio 14.594000
lnb_signal -13128.379047
lnb_noise -13142.973047
snr_median 6.903064
snr_max 9.245229
Name: 17488, dtype: float64
--> H
lnb_ratio -0.018778
lnb_signal -37559.116225
lnb_noise -37559.097447
snr_median 1.469083
snr_max 3.366176
Name: 17488, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9995642304420472
--> HL
index 17428.000000
lnb_ratio -0.053840
lnb_signal -171436.332827
lnb_noise -171436.278987
snr_median 1.909300
snr_max 3.684873
Name: 17427, dtype: float64
--> L
lnb_ratio 10895.915537
lnb_signal -129458.850567
lnb_noise -140354.766105
snr_median 144.326057
snr_max 147.977829
Name: 17427, dtype: float64
--> H
lnb_ratio -0.065004
lnb_signal -35328.823492
lnb_noise -35328.758488
snr_median 2.042161
snr_max 4.252036
Name: 17427, dtype: float64
---------------
ml label: Low_Frequency_Burst
ml confidence: 0.4985915720462799
--> HL
index 20271.000000
lnb_ratio -0.159147
lnb_signal -45944.026053
lnb_noise -45943.866906
snr_median 1.732447
snr_max 3.630552
Name: 20270, dtype: float64
--> L
lnb_ratio -0.068642
lnb_signal -11893.483677
lnb_noise -11893.415035
snr_median 1.588763
snr_max 3.282758
Name: 20270, dtype: float64
--> H
lnb_ratio 0.155790
lnb_signal -31454.079057
lnb_noise -31454.234847
snr_median 2.750219
snr_max 4.683540
Name: 20270, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9986863732337952
--> HL
index 18822.000000
lnb_ratio -0.088441
lnb_signal -46620.675625
lnb_noise -46620.587184
snr_median 1.726289
snr_max 3.447139
Name: 18821, dtype: float64
--> L
lnb_ratio 2.159834
lnb_signal -12805.000387
lnb_noise -12807.160221
snr_median 4.218950
snr_max 5.929683
Name: 18821, dtype: float64
--> H
lnb_ratio 0.225809
lnb_signal -33211.016252
lnb_noise -33211.242061
snr_median 2.808500
snr_max 4.803718
Name: 18821, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9999715089797974
--> HL
index 17493.000000
lnb_ratio -0.069664
lnb_signal -45719.375586
lnb_noise -45719.305923
snr_median 1.700782
snr_max 3.416709
Name: 17492, dtype: float64
--> L
lnb_ratio 1.350240
lnb_signal -12660.132156
lnb_noise -12661.482396
snr_median 4.237394
snr_max 6.300841
Name: 17492, dtype: float64
--> H
lnb_ratio -0.051803
lnb_signal -33994.227976
lnb_noise -33994.176172
snr_median 1.999893
snr_max 4.190608
Name: 17492, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9737357497215272
--> HL
index 17035.000000
lnb_ratio 10.214891
lnb_signal -45752.650274
lnb_noise -45762.865164
snr_median 6.386180
snr_max 8.501151
Name: 17034, dtype: float64
--> L
lnb_ratio 7.485163
lnb_signal -14370.277199
lnb_noise -14377.762362
snr_median 6.122136
snr_max 8.455205
Name: 17034, dtype: float64
--> H
lnb_ratio -0.037387
lnb_signal -34377.660120
lnb_noise -34377.622733
snr_median 1.423860
snr_max 3.203127
Name: 17034, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.999769389629364
--> HL
index 17489.000000
lnb_ratio 2.913837
lnb_signal -47600.405265
lnb_noise -47603.319102
snr_median 5.092497
snr_max 7.275166
Name: 17488, dtype: float64
--> L
lnb_ratio 14.594000
lnb_signal -13128.379047
lnb_noise -13142.973047
snr_median 6.903064
snr_max 9.245229
Name: 17488, dtype: float64
--> H
lnb_ratio -0.018778
lnb_signal -37559.116225
lnb_noise -37559.097447
snr_median 1.469083
snr_max 3.366176
Name: 17488, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.8646059036254883
--> HL
index 20292.000000
lnb_ratio 2120.700503
lnb_signal -189609.097150
lnb_noise -191729.797653
snr_median 59.540884
snr_max 66.173648
Name: 20291, dtype: float64
--> L
lnb_ratio 12296.445122
lnb_signal -147162.097107
lnb_noise -159458.542229
snr_median 152.842123
snr_max 157.180069
Name: 20291, dtype: float64
--> H
lnb_ratio 0.087655
lnb_signal -31874.810276
lnb_noise -31874.897931
snr_median 2.145933
snr_max 4.038823
Name: 20291, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999998807907104
--> HL
index 16439.000000
lnb_ratio -0.023645
lnb_signal -47338.147668
lnb_noise -47338.124023
snr_median 2.236976
snr_max 4.193572
Name: 16438, dtype: float64
--> L
lnb_ratio 268.650410
lnb_signal -12163.647816
lnb_noise -12432.298226
snr_median 20.830305
snr_max 24.322238
Name: 16438, dtype: float64
--> H
lnb_ratio -0.049809
lnb_signal -33115.019453
lnb_noise -33114.969644
snr_median 1.505349
snr_max 3.384935
Name: 16438, dtype: float64
---------------
ml label: Low_Frequency_Burst
ml confidence: 0.5264772176742554
--> HL
index 20235.000000
lnb_ratio -0.081330
lnb_signal -44845.508845
lnb_noise -44845.427515
snr_median 1.930217
snr_max 3.799021
Name: 20234, dtype: float64
--> L
lnb_ratio -0.051413
lnb_signal -11890.241932
lnb_noise -11890.190519
snr_median 1.729559
snr_max 3.640303
Name: 20234, dtype: float64
--> H
lnb_ratio 0.002498
lnb_signal -31378.156086
lnb_noise -31378.158584
snr_median 2.116510
snr_max 4.247099
Name: 20234, dtype: float64
---------------
ml label: Paired_Doves
ml confidence: 0.4560182094573974
--> HL
index 19440.000000
lnb_ratio -0.087047
lnb_signal -47379.296524
lnb_noise -47379.209477
snr_median 2.157381
snr_max 4.167991
Name: 19439, dtype: float64
--> L
lnb_ratio 0.079602
lnb_signal -12177.410724
lnb_noise -12177.490326
snr_median 1.807726
snr_max 3.284596
Name: 19439, dtype: float64
--> H
lnb_ratio -0.053893
lnb_signal -30913.860067
lnb_noise -30913.806175
snr_median 1.944278
snr_max 4.106637
Name: 19439, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.5767019391059875
--> HL
index 18794.000000
lnb_ratio -0.106462
lnb_signal -45281.451206
lnb_noise -45281.344744
snr_median 2.037981
snr_max 3.923169
Name: 18793, dtype: float64
--> L
lnb_ratio -0.068508
lnb_signal -14847.436291
lnb_noise -14847.367782
snr_median 1.744694
snr_max 3.668657
Name: 18793, dtype: float64
--> H
lnb_ratio -0.000012
lnb_signal -34665.029303
lnb_noise -34665.029292
snr_median 2.758145
snr_max 4.963741
Name: 18793, dtype: float64
---------------
ml label: Light_Modulation
ml confidence: 0.993030846118927
--> HL
index 20079.000000
lnb_ratio 454.053586
lnb_signal -73157.108855
lnb_noise -73611.162441
snr_median 27.111634
snr_max 31.834431
Name: 20078, dtype: float64
--> L
lnb_ratio 14840.250810
lnb_signal -25757.687698
lnb_noise -40597.938508
snr_median 169.705209
snr_max 172.721020
Name: 20078, dtype: float64
--> H
lnb_ratio 0.059592
lnb_signal -31612.235201
lnb_noise -31612.294793
snr_median 1.980695
snr_max 4.033097
Name: 20078, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999916553497314
--> HL
index 17019.000000
lnb_ratio -0.086998
lnb_signal -47329.870507
lnb_noise -47329.783509
snr_median 1.806703
snr_max 3.503992
Name: 17018, dtype: float64
--> L
lnb_ratio 157.662254
lnb_signal -13303.364402
lnb_noise -13461.026657
snr_median 14.958840
snr_max 19.128552
Name: 17018, dtype: float64
--> H
lnb_ratio -0.060213
lnb_signal -35506.717381
lnb_noise -35506.657169
snr_median 1.520032
snr_max 3.538080
Name: 17018, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.875531017780304
--> HL
index 19405.000000
lnb_ratio 0.730292
lnb_signal -50576.193776
lnb_noise -50576.924068
snr_median 3.159146
snr_max 4.765453
Name: 19404, dtype: float64
--> L
lnb_ratio 1.155531
lnb_signal -12364.731755
lnb_noise -12365.887286
snr_median 4.240472
snr_max 6.176402
Name: 19404, dtype: float64
--> H
lnb_ratio -0.048948
lnb_signal -33857.279400
lnb_noise -33857.230452
snr_median 1.839779
snr_max 4.012252
Name: 19404, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.653893232345581
--> HL
index 19812.000000
lnb_ratio 0.141698
lnb_signal -44842.499149
lnb_noise -44842.640847
snr_median 2.900717
snr_max 4.996693
Name: 19811, dtype: float64
--> L
lnb_ratio 9.526881
lnb_signal -13715.194676
lnb_noise -13724.721557
snr_median 5.548602
snr_max 7.568765
Name: 19811, dtype: float64
--> H
lnb_ratio -0.046051
lnb_signal -33037.725378
lnb_noise -33037.679327
snr_median 1.476207
snr_max 3.381071
Name: 19811, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.8350579738616943
--> HL
index 18875.000000
lnb_ratio 0.087088
lnb_signal -46568.818831
lnb_noise -46568.905918
snr_median 2.338748
snr_max 4.060689
Name: 18874, dtype: float64
--> L
lnb_ratio 35.388918
lnb_signal -12549.301312
lnb_noise -12584.690230
snr_median 7.312322
snr_max 10.061842
Name: 18874, dtype: float64
--> H
lnb_ratio -0.025869
lnb_signal -31798.606224
lnb_noise -31798.580355
snr_median 1.440901
snr_max 3.224728
Name: 18874, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.4690509140491485
--> HL
index 16537.000000
lnb_ratio -0.032178
lnb_signal -46468.596087
lnb_noise -46468.563909
snr_median 2.245455
snr_max 4.234023
Name: 16536, dtype: float64
--> L
lnb_ratio 0.021876
lnb_signal -15004.161227
lnb_noise -15004.183104
snr_median 2.357745
snr_max 4.320183
Name: 16536, dtype: float64
--> H
lnb_ratio 0.011663
lnb_signal -35536.331901
lnb_noise -35536.343564
snr_median 1.805638
snr_max 3.724294
Name: 16536, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999997615814208
--> HL
index 17187.000000
lnb_ratio -0.115330
lnb_signal -46244.417252
lnb_noise -46244.301923
snr_median 1.783920
snr_max 3.594947
Name: 17186, dtype: float64
--> L
lnb_ratio 134.515212
lnb_signal -12444.409472
lnb_noise -12578.924684
snr_median 15.095812
snr_max 17.880865
Name: 17186, dtype: float64
--> H
lnb_ratio -0.066323
lnb_signal -37775.623787
lnb_noise -37775.557464
snr_median 1.350423
snr_max 3.253338
Name: 17186, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9996682405471802
--> HL
index 18697.000000
lnb_ratio 4.345436
lnb_signal -48281.487119
lnb_noise -48285.832555
snr_median 5.376743
snr_max 7.428945
Name: 18696, dtype: float64
--> L
lnb_ratio 2.111008
lnb_signal -13870.249639
lnb_noise -13872.360647
snr_median 4.584729
snr_max 6.586696
Name: 18696, dtype: float64
--> H
lnb_ratio -0.048216
lnb_signal -33857.741041
lnb_noise -33857.692825
snr_median 2.258978
snr_max 4.544204
Name: 18696, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9154101610183716
--> HL
index 18698.000000
lnb_ratio 0.008907
lnb_signal -48834.916350
lnb_noise -48834.925257
snr_median 2.512063
snr_max 4.401406
Name: 18697, dtype: float64
--> L
lnb_ratio 5.975783
lnb_signal -17001.723795
lnb_noise -17007.699578
snr_median 5.585232
snr_max 7.717248
Name: 18697, dtype: float64
--> H
lnb_ratio -0.054219
lnb_signal -31278.187196
lnb_noise -31278.132977
snr_median 1.453917
snr_max 3.295146
Name: 18697, dtype: float64
---------------
ml label: Blip
ml confidence: 0.790777325630188
--> HL
index 20759.000000
lnb_ratio 0.023291
lnb_signal -48179.271272
lnb_noise -48179.294563
snr_median 2.381373
snr_max 4.222909
Name: 20758, dtype: float64
--> L
lnb_ratio 63.912501
lnb_signal -12235.392046
lnb_noise -12299.304547
snr_median 10.542042
snr_max 12.996572
Name: 20758, dtype: float64
--> H
lnb_ratio -0.069081
lnb_signal -33653.978731
lnb_noise -33653.909650
snr_median 1.675735
snr_max 3.786492
Name: 20758, dtype: float64
---------------
ml label: Paired_Doves
ml confidence: 0.3501665592193603
--> HL
index 16536.000000
lnb_ratio 0.098152
lnb_signal -50540.428516
lnb_noise -50540.526668
snr_median 3.028036
snr_max 5.281830
Name: 16535, dtype: float64
--> L
lnb_ratio -0.040030
lnb_signal -12633.229955
lnb_noise -12633.189925
snr_median 2.184013
snr_max 4.389819
Name: 16535, dtype: float64
--> H
lnb_ratio -0.049516
lnb_signal -34618.410540
lnb_noise -34618.361024
snr_median 1.475285
snr_max 3.397894
Name: 16535, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9985219836235046
--> HL
index 19406.000000
lnb_ratio 3439.515050
lnb_signal -48587.709558
lnb_noise -52027.224607
snr_median 76.591264
snr_max 83.581528
Name: 19405, dtype: float64
--> L
lnb_ratio 0.285857
lnb_signal -12180.081255
lnb_noise -12180.367112
snr_median 2.798610
snr_max 4.569191
Name: 19405, dtype: float64
--> H
lnb_ratio 0.747538
lnb_signal -38395.809418
lnb_noise -38396.556956
snr_median 2.771924
snr_max 4.476027
Name: 19405, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.7498560547828674
--> HL
index 18906.000000
lnb_ratio 0.042401
lnb_signal -45229.496731
lnb_noise -45229.539133
snr_median 2.092986
snr_max 3.880274
Name: 18905, dtype: float64
--> L
lnb_ratio 0.039322
lnb_signal -12793.775738
lnb_noise -12793.815060
snr_median 2.029593
snr_max 3.770809
Name: 18905, dtype: float64
--> H
lnb_ratio -0.064768
lnb_signal -35747.701198
lnb_noise -35747.636431
snr_median 1.435163
snr_max 3.465130
Name: 18905, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.999445378780365
--> HL
index 18819.000000
lnb_ratio 0.098239
lnb_signal -47022.357759
lnb_noise -47022.455998
snr_median 2.281397
snr_max 4.185506
Name: 18818, dtype: float64
--> L
lnb_ratio 0.005199
lnb_signal -12515.929312
lnb_noise -12515.934511
snr_median 2.007117
snr_max 3.914136
Name: 18818, dtype: float64
--> H
lnb_ratio -0.070855
lnb_signal -35188.930159
lnb_noise -35188.859303
snr_median 1.169745
snr_max 2.897790
Name: 18818, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.3821998834609985
--> HL
index 17450.000000
lnb_ratio -0.022170
lnb_signal -44685.615065
lnb_noise -44685.592895
snr_median 2.159187
snr_max 3.985973
Name: 17449, dtype: float64
--> L
lnb_ratio -0.146196
lnb_signal -14692.609218
lnb_noise -14692.463022
snr_median 1.310782
snr_max 3.176701
Name: 17449, dtype: float64
--> H
lnb_ratio -0.049520
lnb_signal -33087.661637
lnb_noise -33087.612116
snr_median 1.436004
snr_max 3.274006
Name: 17449, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9725279808044434
--> HL
index 20501.000000
lnb_ratio -0.129424
lnb_signal -44971.491904
lnb_noise -44971.362480
snr_median 1.733190
snr_max 3.606453
Name: 20500, dtype: float64
--> L
lnb_ratio 0.235019
lnb_signal -12570.208138
lnb_noise -12570.443157
snr_median 3.236139
snr_max 5.371550
Name: 20500, dtype: float64
--> H
lnb_ratio -0.107424
lnb_signal -32514.463008
lnb_noise -32514.355585
snr_median 1.261600
snr_max 3.250973
Name: 20500, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9983375072479248
--> HL
index 20892.000000
lnb_ratio -0.119710
lnb_signal -45305.177360
lnb_noise -45305.057649
snr_median 1.904016
snr_max 3.812515
Name: 20891, dtype: float64
--> L
lnb_ratio 11.577076
lnb_signal -12886.911691
lnb_noise -12898.488767
snr_median 4.936968
snr_max 7.425948
Name: 20891, dtype: float64
--> H
lnb_ratio 0.268250
lnb_signal -34071.797514
lnb_noise -34072.065764
snr_median 2.152530
snr_max 4.228531
Name: 20891, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9999903440475464
--> HL
index 20185.000000
lnb_ratio -0.022473
lnb_signal -51758.643383
lnb_noise -51758.620910
snr_median 2.373986
snr_max 4.374960
Name: 20184, dtype: float64
--> L
lnb_ratio 8.910971
lnb_signal -12068.798911
lnb_noise -12077.709882
snr_median 5.250975
snr_max 6.810793
Name: 20184, dtype: float64
--> H
lnb_ratio 0.028265
lnb_signal -33928.606149
lnb_noise -33928.634414
snr_median 1.812349
snr_max 3.586180
Name: 20184, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.9999078512191772
--> HL
index 16455.000000
lnb_ratio 2128.484175
lnb_signal -685247.436257
lnb_noise -687375.920432
snr_median 50.569194
snr_max 66.017956
Name: 16454, dtype: float64
--> L
lnb_ratio 70123.025990
lnb_signal -583196.933273
lnb_noise -653319.959263
snr_median 363.838640
snr_max 374.646276
Name: 16454, dtype: float64
--> H
lnb_ratio -0.094639
lnb_signal -34558.844431
lnb_noise -34558.749792
snr_median 1.163448
snr_max 2.973564
Name: 16454, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999481439590454
--> HL
index 17767.000000
lnb_ratio 0.022665
lnb_signal -48157.118356
lnb_noise -48157.141020
snr_median 2.512225
snr_max 4.609569
Name: 17766, dtype: float64
--> L
lnb_ratio 66.353776
lnb_signal -13337.715800
lnb_noise -13404.069576
snr_median 10.875971
snr_max 13.463829
Name: 17766, dtype: float64
--> H
lnb_ratio -0.003905
lnb_signal -33635.388662
lnb_noise -33635.384757
snr_median 1.986325
snr_max 4.009391
Name: 17766, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9990808963775636
--> HL
index 18433.000000
lnb_ratio -0.077095
lnb_signal -104818.642937
lnb_noise -104818.565841
snr_median 2.239198
snr_max 4.270501
Name: 18432, dtype: float64
--> L
lnb_ratio 36400.242389
lnb_signal -35872.048335
lnb_noise -72272.290723
snr_median 265.811875
snr_max 270.020396
Name: 18432, dtype: float64
--> H
lnb_ratio -0.023856
lnb_signal -32936.626630
lnb_noise -32936.602774
snr_median 1.697905
snr_max 3.735729
Name: 18432, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.947002649307251
--> HL
index 17835.000000
lnb_ratio -0.217895
lnb_signal -44749.486897
lnb_noise -44749.269002
snr_median 1.578734
snr_max 3.505229
Name: 17834, dtype: float64
--> L
lnb_ratio 108.504298
lnb_signal -12184.211589
lnb_noise -12292.715888
snr_median 12.858204
snr_max 16.236464
Name: 17834, dtype: float64
--> H
lnb_ratio 0.059553
lnb_signal -32401.987058
lnb_noise -32402.046611
snr_median 1.846321
snr_max 3.722007
Name: 17834, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9983036518096924
--> HL
index 16963.000000
lnb_ratio 0.289490
lnb_signal -47843.246130
lnb_noise -47843.535620
snr_median 3.406950
snr_max 5.447077
Name: 16962, dtype: float64
--> L
lnb_ratio 19.747217
lnb_signal -13216.040403
lnb_noise -13235.787619
snr_median 7.532326
snr_max 9.888044
Name: 16962, dtype: float64
--> H
lnb_ratio -0.031383
lnb_signal -33066.258719
lnb_noise -33066.227336
snr_median 1.678452
snr_max 3.693668
Name: 16962, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.7138019800186157
--> HL
index 16962.000000
lnb_ratio 14.693130
lnb_signal -46287.321825
lnb_noise -46302.014955
snr_median 6.952978
snr_max 9.370965
Name: 16961, dtype: float64
--> L
lnb_ratio 0.093919
lnb_signal -13893.254725
lnb_noise -13893.348644
snr_median 2.991350
snr_max 5.304169
Name: 16961, dtype: float64
--> H
lnb_ratio -0.077222
lnb_signal -32860.640918
lnb_noise -32860.563696
snr_median 1.214954
snr_max 3.067907
Name: 16961, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9988227486610411
--> HL
index 19895.000000
lnb_ratio -0.067103
lnb_signal -44785.076975
lnb_noise -44785.009872
snr_median 1.803519
snr_max 3.467720
Name: 19894, dtype: float64
--> L
lnb_ratio 11.596054
lnb_signal -13036.102862
lnb_noise -13047.698916
snr_median 5.621533
snr_max 7.203468
Name: 19894, dtype: float64
--> H
lnb_ratio 0.003180
lnb_signal -33915.327053
lnb_noise -33915.330233
snr_median 1.558874
snr_max 3.316542
Name: 19894, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9998194575309752
--> HL
index 18814.000000
lnb_ratio 0.205097
lnb_signal -45853.704107
lnb_noise -45853.909204
snr_median 2.801176
snr_max 4.766228
Name: 18813, dtype: float64
--> L
lnb_ratio 0.518608
lnb_signal -12390.355187
lnb_noise -12390.873795
snr_median 4.227363
snr_max 6.562831
Name: 18813, dtype: float64
--> H
lnb_ratio -0.074307
lnb_signal -30798.601753
lnb_noise -30798.527446
snr_median 1.144097
snr_max 2.892630
Name: 18813, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 1.0
--> HL
index 16963.000000
lnb_ratio 0.289490
lnb_signal -47843.246130
lnb_noise -47843.535620
snr_median 3.406950
snr_max 5.447077
Name: 16962, dtype: float64
--> L
lnb_ratio 19.747217
lnb_signal -13216.040403
lnb_noise -13235.787619
snr_median 7.532326
snr_max 9.888044
Name: 16962, dtype: float64
--> H
lnb_ratio -0.031383
lnb_signal -33066.258719
lnb_noise -33066.227336
snr_median 1.678452
snr_max 3.693668
Name: 16962, dtype: float64
---------------
ml label: Paired_Doves
ml confidence: 0.4255403876304626
--> HL
index 20207.000000
lnb_ratio 151.153412
lnb_signal -46530.288548
lnb_noise -46681.441961
snr_median 17.366532
snr_max 19.947578
Name: 20206, dtype: float64
--> L
lnb_ratio 170.733725
lnb_signal -13989.376392
lnb_noise -14160.110117
snr_median 16.399163
snr_max 20.009789
Name: 20206, dtype: float64
--> H
lnb_ratio -0.063248
lnb_signal -35108.298082
lnb_noise -35108.234834
snr_median 1.594617
snr_max 3.544044
Name: 20206, dtype: float64
---------------
ml label: Paired_Doves
ml confidence: 0.6414508819580078
--> HL
index 17822.000000
lnb_ratio -0.144052
lnb_signal -47505.688105
lnb_noise -47505.544054
snr_median 1.725122
snr_max 3.560378
Name: 17821, dtype: float64
--> L
lnb_ratio 21.979951
lnb_signal -12259.432104
lnb_noise -12281.412055
snr_median 6.902201
snr_max 8.698630
Name: 17821, dtype: float64
--> H
lnb_ratio 0.041399
lnb_signal -38254.414721
lnb_noise -38254.456120
snr_median 1.820945
snr_max 3.751476
Name: 17821, dtype: float64
---------------
ml label: Blip
ml confidence: 0.9999984502792358
--> HL
index 19636.000000
lnb_ratio 0.121658
lnb_signal -46186.957378
lnb_noise -46187.079035
snr_median 2.543790
snr_max 4.468319
Name: 19635, dtype: float64
--> L
lnb_ratio 20.436315
lnb_signal -12617.775838
lnb_noise -12638.212153
snr_median 6.884605
snr_max 8.985286
Name: 19635, dtype: float64
--> H
lnb_ratio 0.254222
lnb_signal -33113.345254
lnb_noise -33113.599476
snr_median 2.317284
snr_max 4.368050
Name: 19635, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9700221419334412
--> HL
index 19403.000000
lnb_ratio -0.025332
lnb_signal -45188.082035
lnb_noise -45188.056703
snr_median 2.683887
snr_max 4.970298
Name: 19402, dtype: float64
--> L
lnb_ratio -0.002981
lnb_signal -12648.419165
lnb_noise -12648.416184
snr_median 1.884881
snr_max 3.630609
Name: 19402, dtype: float64
--> H
lnb_ratio -0.094705
lnb_signal -32208.343813
lnb_noise -32208.249108
snr_median 0.993935
snr_max 2.742976
Name: 19402, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999990463256836
--> HL
index 16573.000000
lnb_ratio 0.105890
lnb_signal -47299.762519
lnb_noise -47299.868409
snr_median 2.132549
snr_max 3.627718
Name: 16572, dtype: float64
--> L
lnb_ratio 174.590721
lnb_signal -13505.089982
lnb_noise -13679.680703
snr_median 17.210604
snr_max 20.420859
Name: 16572, dtype: float64
--> H
lnb_ratio -0.023125
lnb_signal -35879.341431
lnb_noise -35879.318305
snr_median 1.830956
snr_max 3.845704
Name: 16572, dtype: float64
---------------
ml label: Extremely_Loud
ml confidence: 0.5391144156455994
--> HL
index 1.775500e+04
lnb_ratio 6.610638e+04
lnb_signal -9.116850e+06
lnb_noise -9.182956e+06
snr_median 3.580024e+02
snr_max 3.638330e+02
Name: 17754, dtype: float64
--> L
lnb_ratio 3.817846e+06
lnb_signal -5.322344e+06
lnb_noise -9.140191e+06
snr_median 2.209706e+03
snr_max 2.763297e+03
Name: 17754, dtype: float64
--> H
lnb_ratio -0.056327
lnb_signal -38458.446296
lnb_noise -38458.389969
snr_median 1.563161
snr_max 3.548075
Name: 17754, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.6957446336746216
--> HL
index 18962.000000
lnb_ratio -0.019309
lnb_signal -47057.012197
lnb_noise -47056.992888
snr_median 2.086371
snr_max 3.820123
Name: 18961, dtype: float64
--> L
lnb_ratio 59.704734
lnb_signal -12999.023475
lnb_noise -13058.728209
snr_median 10.664776
snr_max 12.635261
Name: 18961, dtype: float64
--> H
lnb_ratio -0.020638
lnb_signal -34013.832192
lnb_noise -34013.811554
snr_median 1.774471
snr_max 3.817283
Name: 18961, dtype: float64
---------------
ml label: Low_Frequency_Burst
ml confidence: 0.6317835450172424
--> HL
index 17081.000000
lnb_ratio -0.144334
lnb_signal -46793.542810
lnb_noise -46793.398476
snr_median 1.684288
snr_max 3.547912
Name: 17080, dtype: float64
--> L
lnb_ratio 0.076695
lnb_signal -12073.454713
lnb_noise -12073.531408
snr_median 2.527238
snr_max 4.539679
Name: 17080, dtype: float64
--> H
lnb_ratio -0.067749
lnb_signal -32996.483196
lnb_noise -32996.415447
snr_median 1.914439
snr_max 4.190015
Name: 17080, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9999880790710448
--> HL
index 1.745800e+04
lnb_ratio 1.353450e+06
lnb_signal -2.558650e+06
lnb_noise -3.912100e+06
snr_median 1.632974e+03
snr_max 1.645337e+03
Name: 17457, dtype: float64
--> L
lnb_ratio 45.248970
lnb_signal -11915.574493
lnb_noise -11960.823463
snr_median 10.291939
snr_max 11.544631
Name: 17457, dtype: float64
--> H
lnb_ratio 1.966674e+02
lnb_signal -3.826078e+06
lnb_noise -3.826274e+06
snr_median 1.861846e+01
snr_max 2.189210e+01
Name: 17457, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9925780892372132
--> HL
index 17488.000000
lnb_ratio 12.492319
lnb_signal -50689.578175
lnb_noise -50702.070494
snr_median 6.664049
snr_max 8.943394
Name: 17487, dtype: float64
--> L
lnb_ratio 23.093376
lnb_signal -13760.904462
lnb_noise -13783.997837
snr_median 7.940124
snr_max 10.240346
Name: 17487, dtype: float64
--> H
lnb_ratio -0.034619
lnb_signal -34174.691252
lnb_noise -34174.656633
snr_median 1.646148
snr_max 3.539151
Name: 17487, dtype: float64
---------------
ml label: Low_Frequency_Burst
ml confidence: 0.4882157444953918
--> HL
index 17213.000000
lnb_ratio -0.144325
lnb_signal -47127.655455
lnb_noise -47127.511130
snr_median 1.583447
snr_max 3.319906
Name: 17212, dtype: float64
--> L
lnb_ratio -0.044003
lnb_signal -13132.588578
lnb_noise -13132.544575
snr_median 2.281798
snr_max 4.215316
Name: 17212, dtype: float64
--> H
lnb_ratio -0.081592
lnb_signal -35468.177902
lnb_noise -35468.096310
snr_median 1.386805
snr_max 3.412697
Name: 17212, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9995505213737488
--> HL
index 17935.000000
lnb_ratio 0.425251
lnb_signal -48549.351929
lnb_noise -48549.777180
snr_median 3.026739
snr_max 4.881029
Name: 17934, dtype: float64
--> L
lnb_ratio 18.763150
lnb_signal -12357.098562
lnb_noise -12375.861712
snr_median 6.855404
snr_max 8.531108
Name: 17934, dtype: float64
--> H
lnb_ratio -0.059623
lnb_signal -33150.812247
lnb_noise -33150.752624
snr_median 1.406411
snr_max 3.420217
Name: 17934, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.6922747492790222
--> HL
index 17448.000000
lnb_ratio -0.087041
lnb_signal -47358.554484
lnb_noise -47358.467443
snr_median 1.718597
snr_max 3.460640
Name: 17447, dtype: float64
--> L
lnb_ratio -0.029746
lnb_signal -12162.980920
lnb_noise -12162.951174
snr_median 1.848393
snr_max 3.891126
Name: 17447, dtype: float64
--> H
lnb_ratio -0.030966
lnb_signal -32742.739609
lnb_noise -32742.708643
snr_median 1.931052
snr_max 4.017189
Name: 17447, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9342098236083984
--> HL
index 18820.000000
lnb_ratio 0.441254
lnb_signal -48698.757825
lnb_noise -48699.199079
snr_median 3.963323
snr_max 6.028490
Name: 18819, dtype: float64
--> L
lnb_ratio 0.322098
lnb_signal -13238.435512
lnb_noise -13238.757610
snr_median 2.693317
snr_max 4.530991
Name: 18819, dtype: float64
--> H
lnb_ratio -0.107224
lnb_signal -33783.805612
lnb_noise -33783.698388
snr_median 1.021019
snr_max 2.858044
Name: 18819, dtype: float64
---------------
ml label: Scattered_Light
ml confidence: 0.98709237575531
--> HL
index 18696.000000
lnb_ratio 0.788938
lnb_signal -47729.264534
lnb_noise -47730.053472
snr_median 4.219854
snr_max 6.387740
Name: 18695, dtype: float64
--> L
lnb_ratio 7.925503
lnb_signal -15261.777228
lnb_noise -15269.702731
snr_median 5.947932
snr_max 8.094969
Name: 18695, dtype: float64
--> H
lnb_ratio -0.045911
lnb_signal -32883.079286
lnb_noise -32883.033375
snr_median 1.410708
snr_max 3.285615
Name: 18695, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.6113194823265076
--> HL
index 19439.000000
lnb_ratio 0.097744
lnb_signal -43091.198757
lnb_noise -43091.296501
snr_median 2.253844
snr_max 3.958745
Name: 19438, dtype: float64
--> L
lnb_ratio 1.384677
lnb_signal -14658.077072
lnb_noise -14659.461748
snr_median 4.316642
snr_max 6.269143
Name: 19438, dtype: float64
--> H
lnb_ratio -0.022773
lnb_signal -36280.624050
lnb_noise -36280.601276
snr_median 1.516719
snr_max 3.408343
Name: 19438, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.999588429927826
--> HL
index 18817.000000
lnb_ratio -0.090038
lnb_signal -45952.204923
lnb_noise -45952.114885
snr_median 1.797850
snr_max 3.673970
Name: 18816, dtype: float64
--> L
lnb_ratio 0.108529
lnb_signal -12748.256953
lnb_noise -12748.365482
snr_median 3.119059
snr_max 5.217278
Name: 18816, dtype: float64
--> H
lnb_ratio -0.038622
lnb_signal -32721.821792
lnb_noise -32721.783170
snr_median 1.797511
snr_max 3.820386
Name: 18816, dtype: float64
---------------
ml label: Paired_Doves
ml confidence: 0.5310817360877991
--> HL
index 18787.000000
lnb_ratio 0.101929
lnb_signal -45496.912269
lnb_noise -45497.014198
snr_median 2.682464
snr_max 4.558792
Name: 18786, dtype: float64
--> L
lnb_ratio 0.094841
lnb_signal -12377.000780
lnb_noise -12377.095621
snr_median 2.259272
snr_max 4.210380
Name: 18786, dtype: float64
--> H
lnb_ratio 0.136544
lnb_signal -33064.980757
lnb_noise -33065.117301
snr_median 2.352536
snr_max 4.703992
Name: 18786, dtype: float64
---------------
ml label: Paired_Doves
ml confidence: 0.6198762655258179
--> HL
index 17209.000000
lnb_ratio -0.076798
lnb_signal -47966.350745
lnb_noise -47966.273948
snr_median 2.019035
snr_max 3.895321
Name: 17208, dtype: float64
--> L
lnb_ratio 0.122287
lnb_signal -19448.797463
lnb_noise -19448.919749
snr_median 2.294482
snr_max 3.963223
Name: 17208, dtype: float64
--> H
lnb_ratio -0.102276
lnb_signal -32886.672595
lnb_noise -32886.570318
snr_median 1.147840
snr_max 3.047128
Name: 17208, dtype: float64
---------------
ml label: Scattered_Light
ml confidence: 0.9130483269691468
--> HL
index 16966.000000
lnb_ratio -0.155881
lnb_signal -45351.329555
lnb_noise -45351.173673
snr_median 2.083039
snr_max 4.227957
Name: 16965, dtype: float64
--> L
lnb_ratio 3.620381
lnb_signal -12930.903593
lnb_noise -12934.523974
snr_median 5.154113
snr_max 7.385438
Name: 16965, dtype: float64
--> H
lnb_ratio -0.051651
lnb_signal -33500.176149
lnb_noise -33500.124498
snr_median 1.459717
snr_max 3.499430
Name: 16965, dtype: float64
---------------
ml label: Blip
ml confidence: 0.7159163951873779
--> HL
index 17815.000000
lnb_ratio 0.001298
lnb_signal -48318.560205
lnb_noise -48318.561503
snr_median 2.118460
snr_max 4.107128
Name: 17814, dtype: float64
--> L
lnb_ratio 3.307725
lnb_signal -11980.193476
lnb_noise -11983.501201
snr_median 4.375948
snr_max 5.835297
Name: 17814, dtype: float64
--> H
lnb_ratio -0.051100
lnb_signal -38145.260862
lnb_noise -38145.209762
snr_median 1.397433
snr_max 3.199246
Name: 17814, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9953437447547911
--> HL
index 17498.000000
lnb_ratio -0.129299
lnb_signal -46589.306182
lnb_noise -46589.176883
snr_median 1.768207
snr_max 3.719939
Name: 17497, dtype: float64
--> L
lnb_ratio 13.166654
lnb_signal -12684.038222
lnb_noise -12697.204876
snr_median 6.754167
snr_max 8.838260
Name: 17497, dtype: float64
--> H
lnb_ratio -0.060208
lnb_signal -34303.740253
lnb_noise -34303.680045
snr_median 1.450652
snr_max 3.342996
Name: 17497, dtype: float64
---------------
ml label: Koi_Fish
ml confidence: 0.9623788595199584
--> HL
index 16376.000000
lnb_ratio -0.068130
lnb_signal -59090.372565
lnb_noise -59090.304435
snr_median 2.163079
snr_max 4.060505
Name: 16375, dtype: float64
--> L
lnb_ratio 600.693911
lnb_signal -15097.361985
lnb_noise -15698.055895
snr_median 33.363125
snr_max 35.601872
Name: 16375, dtype: float64
--> H
lnb_ratio 0.124762
lnb_signal -33698.594797
lnb_noise -33698.719559
snr_median 2.178603
snr_max 4.304860
Name: 16375, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.4592617452144623
--> HL
index 18912.000000
lnb_ratio -0.072200
lnb_signal -44167.560279
lnb_noise -44167.488079
snr_median 2.318368
snr_max 4.241807
Name: 18911, dtype: float64
--> L
lnb_ratio -0.029140
lnb_signal -13583.245046
lnb_noise -13583.215907
snr_median 1.924899
snr_max 3.784561
Name: 18911, dtype: float64
--> H
lnb_ratio -0.033622
lnb_signal -34253.328153
lnb_noise -34253.294532
snr_median 1.468491
snr_max 3.313188
Name: 18911, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.9983312487602234
--> HL
index 19469.000000
lnb_ratio -0.208010
lnb_signal -48670.245359
lnb_noise -48670.037349
snr_median 1.898741
snr_max 4.078574
Name: 19468, dtype: float64
--> L
lnb_ratio 126.611825
lnb_signal -13700.751496
lnb_noise -13827.363321
snr_median 15.383099
snr_max 17.776431
Name: 19468, dtype: float64
--> H
lnb_ratio -0.074389
lnb_signal -34617.523035
lnb_noise -34617.448646
snr_median 1.515908
snr_max 3.555313
Name: 19468, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.5932062864303589
--> HL
index 20485.000000
lnb_ratio -0.062643
lnb_signal -44322.774489
lnb_noise -44322.711846
snr_median 2.065681
snr_max 3.872969
Name: 20484, dtype: float64
--> L
lnb_ratio -0.055719
lnb_signal -12100.379797
lnb_noise -12100.324078
snr_median 1.675823
snr_max 3.430822
Name: 20484, dtype: float64
--> H
lnb_ratio -0.069787
lnb_signal -33179.721544
lnb_noise -33179.651757
snr_median 1.622895
snr_max 3.762645
Name: 20484, dtype: float64
---------------
ml label: Tomte
ml confidence: 0.5404974222183228
--> HL
index 17032.000000
lnb_ratio -0.076857
lnb_signal -48201.031476
lnb_noise -48200.954618
snr_median 1.805749
snr_max 3.539553
Name: 17031, dtype: float64
--> L
lnb_ratio -0.054259
lnb_signal -12644.160549
lnb_noise -12644.106290
snr_median 1.679630
snr_max 3.567078
Name: 17031, dtype: float64
--> H
lnb_ratio -0.105502
lnb_signal -34109.549013
lnb_noise -34109.443511
snr_median 1.156334
snr_max 3.141549
Name: 17031, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9999997615814208
--> HL
index 18696.000000
lnb_ratio 0.788938
lnb_signal -47729.264534
lnb_noise -47730.053472
snr_median 4.219854
snr_max 6.387740
Name: 18695, dtype: float64
--> L
lnb_ratio 7.925503
lnb_signal -15261.777228
lnb_noise -15269.702731
snr_median 5.947932
snr_max 8.094969
Name: 18695, dtype: float64
--> H
lnb_ratio -0.045911
lnb_signal -32883.079286
lnb_noise -32883.033375
snr_median 1.410708
snr_max 3.285615
Name: 18695, dtype: float64
---------------
ml label: Blip_Low_Frequency
ml confidence: 0.9978117346763612
--> HL
index 16742.000000
lnb_ratio 0.019228
lnb_signal -45511.751419
lnb_noise -45511.770647
snr_median 2.142280
snr_max 3.923885
Name: 16741, dtype: float64
--> L
lnb_ratio 13.633429
lnb_signal -15201.333565
lnb_noise -15214.966995
snr_median 6.003260
snr_max 7.695717
Name: 16741, dtype: float64
--> H
lnb_ratio 0.006814
lnb_signal -35206.610711
lnb_noise -35206.617525
snr_median 1.664916
snr_max 3.545996
Name: 16741, dtype: float64
---------------
ml label: Fast_Scattering
ml confidence: 0.9968383312225342
--> HL
index 19503.000000
lnb_ratio 0.116776
lnb_signal -46370.838509
lnb_noise -46370.955285
snr_median 2.765263
snr_max 4.602752
Name: 19502, dtype: float64
--> L
lnb_ratio 1.589232
lnb_signal -19308.702561
lnb_noise -19310.291793
snr_median 4.622732
snr_max 6.819500
Name: 19502, dtype: float64
--> H
lnb_ratio -0.068017
lnb_signal -33979.180875
lnb_noise -33979.112857
snr_median 1.302959
snr_max 3.186271
Name: 19502, dtype: float64